Pandas Profiling Report

Dataset statistics

Number of variables	54
Number of observations	5128394
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.1 GiB
Average record size in memory	432.0 B

Variable types

Numeric	20
Categorical	24
Text	1
Boolean	9

Alerts

`numero_referencias` has constant value ""	Constant
`CATEGORY` has constant value ""	Constant
`Unnamed: 0` is highly overall correlated with `cod_tienda`	High correlation
`cod_tienda` is highly overall correlated with `Unnamed: 0`	High correlation
`cod_semana` is highly overall correlated with `month` and 8 other fields	High correlation
`cod_producto` is highly overall correlated with `SEGMENT`	High correlation
`ventas_unidades` is highly overall correlated with `ventas_valor` and 1 other fields	High correlation
`ventas_valor` is highly overall correlated with `ventas_unidades` and 1 other fields	High correlation
`ventas_volumen` is highly overall correlated with `ventas_unidades` and 1 other fields	High correlation
`precio_real_unidades` is highly overall correlated with `precio_real_volumen` and 2 other fields	High correlation
`precio_real_volumen` is highly overall correlated with `precio_real_unidades` and 3 other fields	High correlation
`precio_tarifa_unidades` is highly overall correlated with `precio_real_unidades` and 2 other fields	High correlation
`precio_tarifa_volumen` is highly overall correlated with `precio_real_unidades` and 3 other fields	High correlation
`cod_provincia` is highly overall correlated with `Provincia` and 1 other fields	High correlation
`postal_code` is highly overall correlated with `Provincia` and 1 other fields	High correlation
`sales_surface_sqmeters` is highly overall correlated with `cod_canal` and 2 other fields	High correlation
`Lat` is highly overall correlated with `Provincia` and 1 other fields	High correlation
`Lon` is highly overall correlated with `Provincia` and 1 other fields	High correlation
`TEMP_MINIMA` is highly overall correlated with `TEMP_MAXIMA` and 2 other fields	High correlation
`TEMP_MAXIMA` is highly overall correlated with `TEMP_MINIMA` and 2 other fields	High correlation
`TEMP_MEDIA` is highly overall correlated with `TEMP_MINIMA` and 2 other fields	High correlation
`month` is highly overall correlated with `cod_semana` and 1 other fields	High correlation
`year` is highly overall correlated with `cod_semana` and 4 other fields	High correlation
`season` is highly overall correlated with `cod_semana` and 4 other fields	High correlation
`SEGMENT` is highly overall correlated with `cod_producto`	High correlation
`MANUFACTURER` is highly overall correlated with `BRAND`	High correlation
`BRAND` is highly overall correlated with `MANUFACTURER`	High correlation
`PACKAGING` is highly overall correlated with `VOLUME`	High correlation
`VOLUME` is highly overall correlated with `precio_real_volumen` and 2 other fields	High correlation
`cod_canal` is highly overall correlated with `sales_surface_sqmeters` and 2 other fields	High correlation
`Canal` is highly overall correlated with `sales_surface_sqmeters` and 2 other fields	High correlation
`Channel` is highly overall correlated with `sales_surface_sqmeters` and 2 other fields	High correlation
`Provincia` is highly overall correlated with `cod_provincia` and 4 other fields	High correlation
`Comunidad autónoma` is highly overall correlated with `cod_provincia` and 4 other fields	High correlation
`regional_holidays_2021` is highly overall correlated with `cod_semana` and 1 other fields	High correlation
`local_holidays_2021` is highly overall correlated with `cod_semana` and 2 other fields	High correlation
`regional_holidays_2022` is highly overall correlated with `cod_semana`	High correlation
`local_holidays_2022` is highly overall correlated with `cod_semana` and 1 other fields	High correlation
`national_holidays_2023` is highly overall correlated with `regional_holidays_2023`	High correlation
`regional_holidays_2023` is highly overall correlated with `cod_semana` and 3 other fields	High correlation
`local_holidays_2023` is highly overall correlated with `cod_semana` and 2 other fields	High correlation
`VOLUME` is highly imbalanced (59.1%)	Imbalance
`UNITS` is highly imbalanced (60.4%)	Imbalance
`promocion_cabecera` is highly imbalanced (80.8%)	Imbalance
`promocion_expositor` is highly imbalanced (83.0%)	Imbalance
`promocion_extra_cantidad` is highly imbalanced (98.4%)	Imbalance
`promocion_folleto` is highly imbalanced (70.5%)	Imbalance
`promocion_isla` is highly imbalanced (93.3%)	Imbalance
`promocion_multicompra` is highly imbalanced (93.5%)	Imbalance
`promocion_regalo` is highly imbalanced (95.0%)	Imbalance
`national_holidays_2021` is highly imbalanced (71.2%)	Imbalance
`national_holidays_2022` is highly imbalanced (66.9%)	Imbalance
`national_holidays_2023` is highly imbalanced (82.3%)	Imbalance
`regional_holidays_2023` is highly imbalanced (60.3%)	Imbalance
`local_holidays_2023` is highly imbalanced (51.1%)	Imbalance
`ventas_unidades` is highly skewed (γ1 = 94.40156635)	Skewed
`ventas_valor` is highly skewed (γ1 = 47.2030425)	Skewed
`ventas_volumen` is highly skewed (γ1 = 50.84977748)	Skewed
`Unnamed: 0` is uniformly distributed	Uniform
`Unnamed: 0` has unique values	Unique
`ventas_volumen` has 210240 (4.1%) zeros	Zeros
`PRECIPITACION` has 592889 (11.6%) zeros	Zeros

Reproduction

Analysis started	2023-07-11 20:18:10.965093
Analysis finished	2023-07-11 20:40:42.411722
Duration	22 minutes and 31.45 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	5128394
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2564196.5

Minimum	0
Maximum	5128393
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	0
5-th percentile	256419.65
Q1	1282098.2
median	2564196.5
Q3	3846294.8
95-th percentile	4871973.3
Maximum	5128393
Range	5128393
Interquartile range (IQR)	2564196.5

Descriptive statistics

Standard deviation	1480440
Coefficient of variation (CV)	0.57735044
Kurtosis	-1.2
Mean	2564196.5
Median Absolute Deviation (MAD)	1282098.5
Skewness	8.9009187 × 10^-17
Sum	1.315021 × 10¹³
Variance	2.1917025 × 10¹²
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
3418926	1	< 0.1%
3418933	1	< 0.1%
3418932	1	< 0.1%
3418931	1	< 0.1%
3418930	1	< 0.1%
3418929	1	< 0.1%
3418928	1	< 0.1%
3418927	1	< 0.1%
3418925	1	< 0.1%
Other values (5128384)	5128384	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
5128393	1	< 0.1%
5128392	1	< 0.1%
5128391	1	< 0.1%
5128390	1	< 0.1%
5128389	1	< 0.1%
5128388	1	< 0.1%
5128387	1	< 0.1%
5128386	1	< 0.1%
5128385	1	< 0.1%
5128384	1	< 0.1%

cod_tienda
Real number (ℝ)

HIGH CORRELATION

Distinct	543
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	289.33709

Minimum	1
Maximum	557
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	1
5-th percentile	31
Q1	158
median	282
Q3	444
95-th percentile	535
Maximum	557
Range	556
Interquartile range (IQR)	286

Descriptive statistics

Standard deviation	163.05702
Coefficient of variation (CV)	0.56355382
Kurtosis	-1.2054367
Mean	289.33709
Median Absolute Deviation (MAD)	140
Skewness	-0.03004068
Sum	1.4838346 × 10⁹
Variance	26587.592
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
228	39734	0.8%
196	38878	0.8%
302	38534	0.8%
16	37891	0.7%
207	37494	0.7%
50	37477	0.7%
483	37435	0.7%
336	37090	0.7%
173	36944	0.7%
391	36402	0.7%
Other values (533)	4750515	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	789	< 0.1%
2	1	< 0.1%
3	11024	0.2%
4	27134	0.5%
5	4484	0.1%
6	2886	0.1%
7	2385	< 0.1%
8	3344	0.1%
9	5980	0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
557	3752	0.1%
556	6615	0.1%
555	6862	0.1%
554	10160	0.2%
553	31064	0.6%
552	46	< 0.1%
551	33237	0.6%
550	35083	0.7%
549	770	< 0.1%
548	8049	0.2%

cod_semana
Real number (ℝ)

HIGH CORRELATION

Distinct	116
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.157248

Minimum	1
Maximum	116
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	30
median	60
Q3	88
95-th percentile	111
Maximum	116
Range	115
Interquartile range (IQR)	58

Descriptive statistics

Standard deviation	33.362161
Coefficient of variation (CV)	0.56395728
Kurtosis	-1.1982501
Mean	59.157248
Median Absolute Deviation (MAD)	29
Skewness	-0.020962079
Sum	3.0338168 × 10⁸
Variance	1113.0338
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	50103	1.0%
101	47469	0.9%
48	46755	0.9%
80	46644	0.9%
71	46252	0.9%
79	46228	0.9%
74	46169	0.9%
99	46109	0.9%
73	46108	0.9%
78	46037	0.9%
Other values (106)	4660520	90.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	40472	0.8%
2	40170	0.8%
3	41358	0.8%
4	40949	0.8%
5	42308	0.8%
6	41966	0.8%
7	41838	0.8%
8	42214	0.8%
9	41693	0.8%
10	42570	0.8%

Value	Count	Frequency (%)
116	45355	0.9%
115	45787	0.9%
114	45331	0.9%
113	45027	0.9%
112	45529	0.9%
111	44956	0.9%
110	44958	0.9%
109	44674	0.9%
108	44529	0.9%
107	43872	0.9%

cod_producto
Real number (ℝ)

HIGH CORRELATION

Distinct	1070
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	871.65905

Minimum	4
Maximum	1505
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	4
5-th percentile	222
Q1	516
median	927
Q3	1229
95-th percentile	1463
Maximum	1505
Range	1501
Interquartile range (IQR)	713

Descriptive statistics

Standard deviation	406.95303
Coefficient of variation (CV)	0.4668718
Kurtosis	-1.1131356
Mean	871.65905
Median Absolute Deviation (MAD)	330
Skewness	-0.2243403
Sum	4.470211 × 10⁹
Variance	165610.77
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
309	41752	0.8%
661	40286	0.8%
1132	40037	0.8%
1033	39523	0.8%
1500	38251	0.7%
1312	37435	0.7%
1120	35938	0.7%
654	35805	0.7%
1502	34429	0.7%
1075	34182	0.7%
Other values (1060)	4750756	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	152	< 0.1%
5	118	< 0.1%
6	4	< 0.1%
7	17	< 0.1%
8	117	< 0.1%
9	711	< 0.1%
10	6184	0.1%
12	61	< 0.1%
13	62	< 0.1%
15	198	< 0.1%

Value	Count	Frequency (%)
1505	2869	0.1%
1504	8909	0.2%
1503	10373	0.2%
1502	34429	0.7%
1501	11551	0.2%
1500	38251	0.7%
1499	578	< 0.1%
1498	1055	< 0.1%
1497	1497	< 0.1%
1496	24745	0.5%

ventas_unidades
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	7610
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48.811348

Minimum	0
Maximum	174864
Zeros	1654
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	9
Q3	27
95-th percentile	146
Maximum	174864
Range	174864
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	525.63532
Coefficient of variation (CV)	10.768711
Kurtosis	15594.08
Mean	48.811348
Median Absolute Deviation (MAD)	7
Skewness	94.401566
Sum	2.5032382 × 10⁸
Variance	276292.49
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	548152	10.7%
2	479746	9.4%
3	325918	6.4%
4	298007	5.8%
6	290526	5.7%
5	210167	4.1%
8	188550	3.7%
7	170644	3.3%
12	143653	2.8%
9	130558	2.5%
Other values (7600)	2342473	45.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1654	< 0.1%
1	548152	10.7%
2	479746	9.4%
3	325918	6.4%
4	298007	5.8%
5	210167	4.1%
6	290526	5.7%
7	170644	3.3%
8	188550	3.7%
9	130558	2.5%

Value	Count	Frequency (%)
174864	1	< 0.1%
164226	1	< 0.1%
151243	1	< 0.1%
128472	1	< 0.1%
120635	1	< 0.1%
117422	1	< 0.1%
109495	1	< 0.1%
105834	1	< 0.1%
102165	1	< 0.1%
101430	1	< 0.1%

ventas_valor
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	74967
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.40386

Minimum	0.02
Maximum	68038.65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	0.02
5-th percentile	1.48
Q1	5.12
median	12.6
Q3	32.45
95-th percentile	164.32
Maximum	68038.65
Range	68038.63
Interquartile range (IQR)	27.33

Descriptive statistics

Standard deviation	226.74559
Coefficient of variation (CV)	4.7832726
Kurtosis	5899.8508
Mean	47.40386
Median Absolute Deviation (MAD)	9.3
Skewness	47.203042
Sum	2.4310567 × 10⁸
Variance	51413.562
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	19933	0.4%
3	16108	0.3%
9	14982	0.3%
12	13659	0.3%
4.5	13629	0.3%
2	11604	0.2%
7.2	11304	0.2%
4.8	11252	0.2%
6.6	11020	0.2%
18	10700	0.2%
Other values (74957)	4994203	97.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.02	1	< 0.1%
0.05	1	< 0.1%
0.07	1	< 0.1%
0.09	1	< 0.1%
0.11	1	< 0.1%
0.13	3	< 0.1%
0.15	18	< 0.1%
0.16	1	< 0.1%
0.17	1	< 0.1%
0.18	2	< 0.1%

Value	Count	Frequency (%)
68038.65	1	< 0.1%
56554.58	1	< 0.1%
43725.44	1	< 0.1%
42439.54	1	< 0.1%
40658.7	1	< 0.1%
38094.9	1	< 0.1%
37595.25	1	< 0.1%
36982.53	1	< 0.1%
36374	1	< 0.1%
35929.76	1	< 0.1%

ventas_volumen
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	5674
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.956063

Minimum	0
Maximum	57705
Zeros	210240
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	6
Q3	20
95-th percentile	122
Maximum	57705
Range	57705
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	250.1391
Coefficient of variation (CV)	6.7685539
Kurtosis	5204.6165
Mean	36.956063
Median Absolute Deviation (MAD)	5
Skewness	50.849777
Sum	1.8952525 × 10⁸
Variance	62569.571
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	646173	12.6%
2	561030	10.9%
3	410278	8.0%
4	293284	5.7%
5	256287	5.0%
6	240402	4.7%
0	210240	4.1%
8	204109	4.0%
9	137867	2.7%
12	135944	2.7%
Other values (5664)	2032780	39.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	210240	4.1%
1	646173	12.6%
2	561030	10.9%
3	410278	8.0%
4	293284	5.7%
5	256287	5.0%
6	240402	4.7%
7	120341	2.3%
8	204109	4.0%
9	137867	2.7%

Value	Count	Frequency (%)
57705	1	< 0.1%
54195	1	< 0.1%
49910	1	< 0.1%
49191	1	< 0.1%
42396	1	< 0.1%
41996	1	< 0.1%
39810	1	< 0.1%
38749	1	< 0.1%
37487	1	< 0.1%
36133	1	< 0.1%

numero_referencias
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

1	5128394

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5128394
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	5128394	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	5128394	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	5128394	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5128394	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	5128394	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5128394	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	5128394	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5128394	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	5128394	100.0%

precio_real_unidades
Real number (ℝ)

HIGH CORRELATION

Distinct	1886
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1427971

Minimum	0.01
Maximum	139
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	0.01
5-th percentile	0.38
Q1	0.62
median	1.21
Q3	2.6
95-th percentile	6.95
Maximum	139
Range	138.99
Interquartile range (IQR)	1.98

Descriptive statistics

Standard deviation	2.4113312
Coefficient of variation (CV)	1.1253194
Kurtosis	14.662808
Mean	2.1427971
Median Absolute Deviation (MAD)	0.68
Skewness	2.6565171
Sum	10989108
Variance	5.8145179
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.53	83741	1.6%
0.52	72501	1.4%
0.55	69798	1.4%
0.5	68655	1.3%
0.59	68154	1.3%
1	59269	1.2%
0.51	58126	1.1%
0.49	52493	1.0%
0.75	51920	1.0%
0.54	51670	1.0%
Other values (1876)	4492067	87.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1	< 0.1%
0.03	5	< 0.1%
0.04	1	< 0.1%
0.05	6	< 0.1%
0.06	8	< 0.1%
0.07	10	< 0.1%
0.08	9	< 0.1%
0.09	19	< 0.1%
0.1	22	< 0.1%
0.11	21	< 0.1%

Value	Count	Frequency (%)
139	1	< 0.1%
101.25	1	< 0.1%
99.04	1	< 0.1%
98.29	1	< 0.1%
93	2	< 0.1%
87.76	1	< 0.1%
87.71	1	< 0.1%
83.15	1	< 0.1%
55.04	25	< 0.1%
49	8	< 0.1%

precio_real_volumen
Real number (ℝ)

HIGH CORRELATION

Distinct	67
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1610656

Minimum	0.2
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	0.2
5-th percentile	0.33
Q1	0.33
median	0.36
Q3	1.5
95-th percentile	3.96
Maximum	50
Range	49.8
Interquartile range (IQR)	1.17

Descriptive statistics

Standard deviation	1.5235775
Coefficient of variation (CV)	1.3122234
Kurtosis	13.411904
Mean	1.1610656
Median Absolute Deviation (MAD)	0.06
Skewness	2.8339742
Sum	5954402
Variance	2.3212885
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.33	2456975	47.9%
1.5	612194	11.9%
0.5	534833	10.4%
3.96	294290	5.7%
1	188479	3.7%
1.98	129824	2.5%
3	121978	2.4%
0.75	76859	1.5%
6	70423	1.4%
1.32	70422	1.4%
Other values (57)	572117	11.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	422	< 0.1%
0.25	54158	1.1%
0.3	17254	0.3%
0.33	2456975	47.9%
0.36	67844	1.3%
0.38	27933	0.5%
0.44	21146	0.4%
0.45	4783	0.1%
0.47	1581	< 0.1%
0.5	534833	10.4%

Value	Count	Frequency (%)
50	25	< 0.1%
20	25	< 0.1%
12	34	< 0.1%
9.24	30139	0.6%
9	5475	0.1%
8.4	100	< 0.1%
7.92	40960	0.8%
7	4	< 0.1%
6.75	265	< 0.1%
6.6	707	< 0.1%

precio_tarifa_unidades
Real number (ℝ)

HIGH CORRELATION

Distinct	1958
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2455012

Minimum	0.01
Maximum	140.85
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	0.01
5-th percentile	0.42
Q1	0.65
median	1.28
Q3	2.66
95-th percentile	7.22
Maximum	140.85
Range	140.84
Interquartile range (IQR)	2.01

Descriptive statistics

Standard deviation	2.6147882
Coefficient of variation (CV)	1.1644564
Kurtosis	164.00515
Mean	2.2455012
Median Absolute Deviation (MAD)	0.72
Skewness	5.5705333
Sum	11515815
Variance	6.8371174
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.53	97976	1.9%
0.52	79426	1.5%
0.59	78976	1.5%
0.55	78858	1.5%
0.75	60446	1.2%
0.51	59183	1.2%
0.54	55844	1.1%
0.5	54109	1.1%
1.29	52712	1.0%
0.61	52102	1.0%
Other values (1948)	4458762	86.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1	< 0.1%
0.08	1	< 0.1%
0.09	2	< 0.1%
0.1	5	< 0.1%
0.11	3	< 0.1%
0.12	3	< 0.1%
0.13	7	< 0.1%
0.14	16	< 0.1%
0.15	93	< 0.1%
0.16	18	< 0.1%

Value	Count	Frequency (%)
140.85	1	< 0.1%
140.83	1	< 0.1%
140.77	1	< 0.1%
139	1	< 0.1%
126.86	1	< 0.1%
126.82	1	< 0.1%
126.81	1	< 0.1%
126.75	1	< 0.1%
126.74	4	< 0.1%
126.73	4	< 0.1%

precio_tarifa_volumen
Real number (ℝ)

HIGH CORRELATION

Distinct	67
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1610656

Minimum	0.2
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	0.2
5-th percentile	0.33
Q1	0.33
median	0.36
Q3	1.5
95-th percentile	3.96
Maximum	50
Range	49.8
Interquartile range (IQR)	1.17

Descriptive statistics

Standard deviation	1.5235775
Coefficient of variation (CV)	1.3122235
Kurtosis	13.411904
Mean	1.1610656
Median Absolute Deviation (MAD)	0.06
Skewness	2.8339743
Sum	5954401.6
Variance	2.3212885
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.33	2456975	47.9%
1.5	612194	11.9%
0.5	534833	10.4%
3.96	294290	5.7%
1	188480	3.7%
1.98	129824	2.5%
3	121978	2.4%
0.75	76859	1.5%
6	70423	1.4%
1.32	70422	1.4%
Other values (57)	572116	11.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	422	< 0.1%
0.25	54158	1.1%
0.3	17254	0.3%
0.33	2456975	47.9%
0.36	67844	1.3%
0.38	27933	0.5%
0.44	21146	0.4%
0.45	4783	0.1%
0.47	1581	< 0.1%
0.5	534833	10.4%

Value	Count	Frequency (%)
50	25	< 0.1%
20	25	< 0.1%
12	34	< 0.1%
9.24	30139	0.6%
9	5475	0.1%
8.4	100	< 0.1%
7.92	40960	0.8%
7	4	< 0.1%
6.75	265	< 0.1%
6.6	707	< 0.1%

month
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

January	641353
February	524613
March	482790
May	450933
October	438345
Other values (7)	2590360

Length

Max length	9
Median length	7
Mean length	6.174111
Min length	3

Characters and Unicode

Total characters	31663274
Distinct characters	26
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	October
2nd row	October
3rd row	October
4th row	October
5th row	October

Common Values

Value	Count	Frequency (%)
January	641353	12.5%
February	524613	10.2%
March	482790	9.4%
May	450933	8.8%
October	438345	8.5%
July	408225	8.0%
August	398822	7.8%
November	368724	7.2%
June	364448	7.1%
September	351929	6.9%
Other values (2)	698212	13.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
january	641353	12.5%
february	524613	10.2%
march	482790	9.4%
may	450933	8.8%
october	438345	8.5%
july	408225	8.0%
august	398822	7.8%
november	368724	7.2%
june	364448	7.1%
september	351929	6.9%
Other values (2)	698212	13.6%

Most occurring characters

Value	Count	Frequency (%)
e	4170539	13.2%
r	4030579	12.7%
a	2741042	8.7%
u	2736283	8.6%
b	2033577	6.4%
y	2025124	6.4%
J	1414026	4.5%
c	1271101	4.0%
t	1189096	3.8%
m	1070619	3.4%
Other values (16)	8981288	28.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	26534880	83.8%
Uppercase Letter	5128394	16.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4170539	15.7%
r	4030579	15.2%
a	2741042	10.3%
u	2736283	10.3%
b	2033577	7.7%
y	2025124	7.6%
c	1271101	4.8%
t	1189096	4.5%
m	1070619	4.0%
n	1005801	3.8%
Other values (8)	4261119	16.1%

Uppercase Letter

Value	Count	Frequency (%)
J	1414026	27.6%
M	933723	18.2%
A	747068	14.6%
F	524613	10.2%
O	438345	8.5%
N	368724	7.2%
S	351929	6.9%
D	349966	6.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	31663274	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4170539	13.2%
r	4030579	12.7%
a	2741042	8.7%
u	2736283	8.6%
b	2033577	6.4%
y	2025124	6.4%
J	1414026	4.5%
c	1271101	4.0%
t	1189096	3.8%
m	1070619	3.4%
Other values (16)	8981288	28.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31663274	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	4170539	13.2%
r	4030579	12.7%
a	2741042	8.7%
u	2736283	8.6%
b	2033577	6.4%
y	2025124	6.4%
J	1414026	4.5%
c	1271101	4.0%
t	1189096	3.8%
m	1070619	3.4%
Other values (16)	8981288	28.4%

year
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

2022	2333101
2021	2257303
2023	537990

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	20513576
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021
2nd row	2021
3rd row	2021
4th row	2021
5th row	2021

Common Values

Value	Count	Frequency (%)
2022	2333101	45.5%
2021	2257303	44.0%
2023	537990	10.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022	2333101	45.5%
2021	2257303	44.0%
2023	537990	10.5%

Most occurring characters

Value	Count	Frequency (%)
2	12589889	61.4%
0	5128394	25.0%
1	2257303	11.0%
3	537990	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20513576	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	12589889	61.4%
0	5128394	25.0%
1	2257303	11.0%
3	537990	2.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	20513576	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	12589889	61.4%
0	5128394	25.0%
1	2257303	11.0%
3	537990	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20513576	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	12589889	61.4%
0	5128394	25.0%
1	2257303	11.0%
3	537990	2.6%

season
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

Winter	1515932
Spring	1281969
Summer	1171495
Fall	1158998

Length

Max length	6
Median length	6
Mean length	5.5480074
Min length	4

Characters and Unicode

Total characters	28452368
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Fall
2nd row	Fall
3rd row	Fall
4th row	Fall
5th row	Fall

Common Values

Value	Count	Frequency (%)
Winter	1515932	29.6%
Spring	1281969	25.0%
Summer	1171495	22.8%
Fall	1158998	22.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
winter	1515932	29.6%
spring	1281969	25.0%
summer	1171495	22.8%
fall	1158998	22.6%

Most occurring characters

Value	Count	Frequency (%)
r	3969396	14.0%
i	2797901	9.8%
n	2797901	9.8%
e	2687427	9.4%
S	2453464	8.6%
m	2342990	8.2%
l	2317996	8.1%
W	1515932	5.3%
t	1515932	5.3%
p	1281969	4.5%
Other values (4)	4771460	16.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	23323974	82.0%
Uppercase Letter	5128394	18.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	3969396	17.0%
i	2797901	12.0%
n	2797901	12.0%
e	2687427	11.5%
m	2342990	10.0%
l	2317996	9.9%
t	1515932	6.5%
p	1281969	5.5%
g	1281969	5.5%
u	1171495	5.0%

Uppercase Letter

Value	Count	Frequency (%)
S	2453464	47.8%
W	1515932	29.6%
F	1158998	22.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28452368	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	3969396	14.0%
i	2797901	9.8%
n	2797901	9.8%
e	2687427	9.4%
S	2453464	8.6%
m	2342990	8.2%
l	2317996	8.1%
W	1515932	5.3%
t	1515932	5.3%
p	1281969	4.5%
Other values (4)	4771460	16.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28452368	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	3969396	14.0%
i	2797901	9.8%
n	2797901	9.8%
e	2687427	9.4%
S	2453464	8.6%
m	2342990	8.2%
l	2317996	8.1%
W	1515932	5.3%
t	1515932	5.3%
p	1281969	4.5%
Other values (4)	4771460	16.8%

CATEGORY
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

BEER	5128394

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	20513576
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BEER
2nd row	BEER
3rd row	BEER
4th row	BEER
5th row	BEER

Common Values

Value	Count	Frequency (%)
BEER	5128394	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
beer	5128394	100.0%

Most occurring characters

Value	Count	Frequency (%)
E	10256788	50.0%
B	5128394	25.0%
R	5128394	25.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	20513576	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	10256788	50.0%
B	5128394	25.0%
R	5128394	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	20513576	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	10256788	50.0%
B	5128394	25.0%
R	5128394	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20513576	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	10256788	50.0%
B	5128394	25.0%
R	5128394	25.0%

SEGMENT
Categorical

HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

NATIONAL	1725496
IMPORT PREMIUM	726470
IMPORT SPECIAL	597377
FLAVOURED	505882
EXTRA	503921
Other values (5)	1069248

Length

Max length	15
Median length	14
Mean length	9.8182035
Min length	5

Characters and Unicode

Total characters	50351616
Distinct characters	23
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	EXTRA
2nd row	EXTRA
3rd row	EXTRA
4th row	EXTRA
5th row	EXTRA

Common Values

Value	Count	Frequency (%)
NATIONAL	1725496	33.6%
IMPORT PREMIUM	726470	14.2%
IMPORT SPECIAL	597377	11.6%
FLAVOURED	505882	9.9%
EXTRA	503921	9.8%
ZERO ALCOHOL	353559	6.9%
WITHOUT ALCOHOL	251107	4.9%
BLACK	227526	4.4%
ARTISANS	134912	2.6%
CELIACS	102144	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
national	1725496	24.5%
import	1323847	18.8%
premium	726470	10.3%
alcohol	604666	8.6%
special	597377	8.5%
flavoured	505882	7.2%
extra	503921	7.1%
zero	353559	5.0%
without	251107	3.6%
black	227526	3.2%
Other values (2)	237056	3.4%

Most occurring characters

Value	Count	Frequency (%)
A	6262332	12.4%
O	5369223	10.7%
I	4861353	9.7%
L	4367757	8.7%
T	4190390	8.3%
N	3585904	7.1%
R	3548591	7.0%
E	2789353	5.5%
M	2776787	5.5%
P	2647694	5.3%
Other values (13)	9952232	19.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	48423103	96.2%
Space Separator	1928513	3.8%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	6262332	12.9%
O	5369223	11.1%
I	4861353	10.0%
L	4367757	9.0%
T	4190390	8.7%
N	3585904	7.4%
R	3548591	7.3%
E	2789353	5.8%
M	2776787	5.7%
P	2647694	5.5%
Other values (12)	8023719	16.6%

Space Separator

Value	Count	Frequency (%)
	1928513	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	48423103	96.2%
Common	1928513	3.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	6262332	12.9%
O	5369223	11.1%
I	4861353	10.0%
L	4367757	9.0%
T	4190390	8.7%
N	3585904	7.4%
R	3548591	7.3%
E	2789353	5.8%
M	2776787	5.7%
P	2647694	5.5%
Other values (12)	8023719	16.6%

Common

Value	Count	Frequency (%)
	1928513	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	50351616	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	6262332	12.4%
O	5369223	10.7%
I	4861353	9.7%
L	4367757	8.7%
T	4190390	8.3%
N	3585904	7.1%
R	3548591	7.0%
E	2789353	5.5%
M	2776787	5.5%
P	2647694	5.3%
Other values (13)	9952232	19.8%

MANUFACTURER
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

MANUFACTURER 3	1528162
MANUFACTURER 2	1213383
OTHER MANUFACTURERS	985817
MANUFACTURER 1	539077
MANUFACTURER 6	432471
Other values (2)	429484

Length

Max length	19
Median length	14
Mean length	14.961136
Min length	14

Characters and Unicode

Total characters	76726601
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MANUFACTURER 2
2nd row	MANUFACTURER 2
3rd row	MANUFACTURER 2
4th row	MANUFACTURER 4
5th row	MANUFACTURER 4

Common Values

Value	Count	Frequency (%)
MANUFACTURER 3	1528162	29.8%
MANUFACTURER 2	1213383	23.7%
OTHER MANUFACTURERS	985817	19.2%
MANUFACTURER 1	539077	10.5%
MANUFACTURER 6	432471	8.4%
MANUFACTURER 4	220063	4.3%
MANUFACTURER 5	209421	4.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
manufacturer	4142577	40.4%
3	1528162	14.9%
2	1213383	11.8%
other	985817	9.6%
manufacturers	985817	9.6%
1	539077	5.3%
6	432471	4.2%
4	220063	2.1%
5	209421	2.0%

Most occurring characters

Value	Count	Frequency (%)
R	11242605	14.7%
A	10256788	13.4%
U	10256788	13.4%
T	6114211	8.0%
E	6114211	8.0%
M	5128394	6.7%
	5128394	6.7%
C	5128394	6.7%
F	5128394	6.7%
N	5128394	6.7%
Other values (9)	7100028	9.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	67455630	87.9%
Space Separator	5128394	6.7%
Decimal Number	4142577	5.4%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
R	11242605	16.7%
A	10256788	15.2%
U	10256788	15.2%
T	6114211	9.1%
E	6114211	9.1%
M	5128394	7.6%
C	5128394	7.6%
F	5128394	7.6%
N	5128394	7.6%
O	985817	1.5%
Other values (2)	1971634	2.9%

Decimal Number

Value	Count	Frequency (%)
3	1528162	36.9%
2	1213383	29.3%
1	539077	13.0%
6	432471	10.4%
4	220063	5.3%
5	209421	5.1%

Space Separator

Value	Count	Frequency (%)
	5128394	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	67455630	87.9%
Common	9270971	12.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
R	11242605	16.7%
A	10256788	15.2%
U	10256788	15.2%
T	6114211	9.1%
E	6114211	9.1%
M	5128394	7.6%
C	5128394	7.6%
F	5128394	7.6%
N	5128394	7.6%
O	985817	1.5%
Other values (2)	1971634	2.9%

Common

Value	Count	Frequency (%)
	5128394	55.3%
3	1528162	16.5%
2	1213383	13.1%
1	539077	5.8%
6	432471	4.7%
4	220063	2.4%
5	209421	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76726601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
R	11242605	14.7%
A	10256788	13.4%
U	10256788	13.4%
T	6114211	8.0%
E	6114211	8.0%
M	5128394	6.7%
	5128394	6.7%
C	5128394	6.7%
F	5128394	6.7%
N	5128394	6.7%
Other values (9)	7100028	9.3%

BRAND
Categorical

HIGH CORRELATION

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

OTHER MAN - OTHER BRANDS	985817
MAN 3 - BRAND 3	580241
MAN 3 - BRAND 4	543439
MAN 6 - BRAND 1	432471
MAN 1 - BRAND 1	399553
Other values (16)	2186873

Length

Max length	24
Median length	15
Mean length	17.267193
Min length	15

Characters and Unicode

Total characters	88552968
Distinct characters	19
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MAN 2 - BRAND 1
2nd row	MAN 2 - BRAND 1
3rd row	MAN 2 - BRAND 2
4th row	MAN 4 - BRAND 1
5th row	MAN 4 - BRAND 1

Common Values

Value	Count	Frequency (%)
OTHER MAN - OTHER BRANDS	985817	19.2%
MAN 3 - BRAND 3	580241	11.3%
MAN 3 - BRAND 4	543439	10.6%
MAN 6 - BRAND 1	432471	8.4%
MAN 1 - BRAND 1	399553	7.8%
MAN 2 - BRAND 1	330638	6.4%
MAN 2 - BRAND 2	297584	5.8%
MAN 2 - OTHER BRANDS	262225	5.1%
MAN 4 - BRAND 1	220063	4.3%
MAN 3 - BRAND 1	213625	4.2%
Other values (11)	862738	16.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
man	5128394	20.0%
	5128394	20.0%
brand	3591636	14.0%
other	2522575	9.8%
3	2305746	9.0%
1	2178727	8.5%
2	1688372	6.6%
brands	1536758	6.0%
4	809477	3.2%
6	432471	1.7%

Most occurring characters

Value	Count	Frequency (%)
	20513576	23.2%
A	10256788	11.6%
N	10256788	11.6%
R	7650969	8.6%
-	5128394	5.8%
D	5128394	5.8%
B	5128394	5.8%
M	5128394	5.8%
T	2522575	2.8%
O	2522575	2.8%
Other values (9)	14316121	16.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	55176785	62.3%
Space Separator	20513576	23.2%
Decimal Number	7734213	8.7%
Dash Punctuation	5128394	5.8%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	10256788	18.6%
N	10256788	18.6%
R	7650969	13.9%
D	5128394	9.3%
B	5128394	9.3%
M	5128394	9.3%
T	2522575	4.6%
O	2522575	4.6%
E	2522575	4.6%
H	2522575	4.6%

Decimal Number

Value	Count	Frequency (%)
3	2305746	29.8%
1	2178727	28.2%
2	1688372	21.8%
4	809477	10.5%
6	432471	5.6%
5	319420	4.1%

Space Separator

Value	Count	Frequency (%)
	20513576	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5128394	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	55176785	62.3%
Common	33376183	37.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	10256788	18.6%
N	10256788	18.6%
R	7650969	13.9%
D	5128394	9.3%
B	5128394	9.3%
M	5128394	9.3%
T	2522575	4.6%
O	2522575	4.6%
E	2522575	4.6%
H	2522575	4.6%

Common

Value	Count	Frequency (%)
	20513576	61.5%
-	5128394	15.4%
3	2305746	6.9%
1	2178727	6.5%
2	1688372	5.1%
4	809477	2.4%
6	432471	1.3%
5	319420	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	88552968	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	20513576	23.2%
A	10256788	11.6%
N	10256788	11.6%
R	7650969	8.6%
-	5128394	5.8%
D	5128394	5.8%
B	5128394	5.8%
M	5128394	5.8%
T	2522575	2.8%
O	2522575	2.8%
Other values (9)	14316121	16.2%

PACKAGING
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

CRISTAL BOTTLE	2800764
CAN	2283943
PET	26125
OTHER	17562

Length

Max length	14
Median length	14
Mean length	9.0142665
Min length	3

Characters and Unicode

Total characters	46228710
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CAN
2nd row	CRISTAL BOTTLE
3rd row	CRISTAL BOTTLE
4th row	CRISTAL BOTTLE
5th row	CRISTAL BOTTLE

Common Values

Value	Count	Frequency (%)
CRISTAL BOTTLE	2800764	54.6%
CAN	2283943	44.5%
PET	26125	0.5%
OTHER	17562	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
cristal	2800764	35.3%
bottle	2800764	35.3%
can	2283943	28.8%
pet	26125	0.3%
other	17562	0.2%

Most occurring characters

Value	Count	Frequency (%)
T	8445979	18.3%
L	5601528	12.1%
C	5084707	11.0%
A	5084707	11.0%
E	2844451	6.2%
R	2818326	6.1%
O	2818326	6.1%
I	2800764	6.1%
S	2800764	6.1%
	2800764	6.1%
Other values (4)	5128394	11.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	43427946	93.9%
Space Separator	2800764	6.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	8445979	19.4%
L	5601528	12.9%
C	5084707	11.7%
A	5084707	11.7%
E	2844451	6.5%
R	2818326	6.5%
O	2818326	6.5%
I	2800764	6.4%
S	2800764	6.4%
B	2800764	6.4%
Other values (3)	2327630	5.4%

Space Separator

Value	Count	Frequency (%)
	2800764	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	43427946	93.9%
Common	2800764	6.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	8445979	19.4%
L	5601528	12.9%
C	5084707	11.7%
A	5084707	11.7%
E	2844451	6.5%
R	2818326	6.5%
O	2818326	6.5%
I	2800764	6.4%
S	2800764	6.4%
B	2800764	6.4%
Other values (3)	2327630	5.4%

Common

Value	Count	Frequency (%)
	2800764	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46228710	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	8445979	18.3%
L	5601528	12.1%
C	5084707	11.0%
A	5084707	11.0%
E	2844451	6.2%
R	2818326	6.1%
O	2818326	6.1%
I	2800764	6.1%
S	2800764	6.1%
	2800764	6.1%
Other values (4)	5128394	11.1%

VOLUME
Categorical

HIGH CORRELATION IMBALANCE

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

330ML	3128367
250ML	847448
500ML	544150
1000ML	196210
355ML	85973
Other values (23)	326246

Length

Max length	35
Median length	35
Mean length	35
Min length	35

Characters and Unicode

Total characters	179493790
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	330ML
2nd row	330ML
3rd row	330ML
4th row	330ML
5th row	330ML

Common Values

Value	Count	Frequency (%)
330ML	3128367	61.0%
250ML	847448	16.5%
500ML	544150	10.6%
1000ML	196210	3.8%
355ML	85973	1.7%
750ML	79527	1.6%
375ML	47077	0.9%
200ML	32212	0.6%
440ML	22555	0.4%
568ML	21856	0.4%
Other values (18)	123019	2.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
330ml	3128367	61.0%
250ml	847448	16.5%
500ml	544150	10.6%
1000ml	196210	3.8%
355ml	85973	1.7%
750ml	79527	1.6%
375ml	47077	0.9%
200ml	32212	0.6%
440ml	22555	0.4%
568ml	21856	0.4%
Other values (18)	123019	2.4%

Most occurring characters

Value	Count	Frequency (%)
	153619173	85.6%
3	6409479	3.6%
0	6002856	3.3%
M	5128394	2.9%
L	5128394	2.9%
5	1765157	1.0%
2	906353	0.5%
1	248546	0.1%
7	129592	0.1%
6	75074	< 0.1%
Other values (3)	80772	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	153619173	85.6%
Decimal Number	15617829	8.7%
Uppercase Letter	10256788	5.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	6409479	41.0%
0	6002856	38.4%
5	1765157	11.3%
2	906353	5.8%
1	248546	1.6%
7	129592	0.8%
6	75074	0.5%
4	51474	0.3%
8	29006	0.2%
9	292	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
M	5128394	50.0%
L	5128394	50.0%

Space Separator

Value	Count	Frequency (%)
	153619173	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	169237002	94.3%
Latin	10256788	5.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
	153619173	90.8%
3	6409479	3.8%
0	6002856	3.5%
5	1765157	1.0%
2	906353	0.5%
1	248546	0.1%
7	129592	0.1%
6	75074	< 0.1%
4	51474	< 0.1%
8	29006	< 0.1%

Latin

Value	Count	Frequency (%)
M	5128394	50.0%
L	5128394	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	179493790	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	153619173	85.6%
3	6409479	3.6%
0	6002856	3.3%
M	5128394	2.9%
L	5128394	2.9%
5	1765157	1.0%
2	906353	0.5%
1	248546	0.1%
7	129592	0.1%
6	75074	< 0.1%
Other values (3)	80772	< 0.1%

UNITS
Categorical

IMBALANCE

Distinct	15
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

1CT	3547432
6CT	795273
12CT	432904
24CT	109088
4CT	73156
Other values (10)	170541

Length

Max length	35
Median length	35
Mean length	35
Min length	35

Characters and Unicode

Total characters	179493790
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1CT
2nd row	1CT
3rd row	6CT
4th row	6CT
5th row	6CT

Common Values

Value	Count	Frequency (%)
1CT	3547432	69.2%
6CT	795273	15.5%
12CT	432904	8.4%
24CT	109088	2.1%
4CT	73156	1.4%
8CT	55648	1.1%
28CT	30143	0.6%
10CT	25685	0.5%
9CT	16085	0.3%
3CT	14465	0.3%
Other values (5)	28515	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1ct	3547432	69.2%
6ct	795273	15.5%
12ct	432904	8.4%
24ct	109088	2.1%
4ct	73156	1.4%
8ct	55648	1.1%
28ct	30143	0.6%
10ct	25685	0.5%
9ct	16085	0.3%
3ct	14465	0.3%
Other values (5)	28515	0.6%

Most occurring characters

Value	Count	Frequency (%)
	163492230	91.1%
C	5128394	2.9%
T	5128394	2.9%
1	4018989	2.2%
6	796215	0.4%
2	580732	0.3%
4	182244	0.1%
8	97817	0.1%
0	31275	< 0.1%
9	16085	< 0.1%
Other values (2)	21415	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	163492230	91.1%
Uppercase Letter	10256788	5.7%
Decimal Number	5744772	3.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	4018989	70.0%
6	796215	13.9%
2	580732	10.1%
4	182244	3.2%
8	97817	1.7%
0	31275	0.5%
9	16085	0.3%
3	14465	0.3%
5	6950	0.1%

Uppercase Letter

Value	Count	Frequency (%)
C	5128394	50.0%
T	5128394	50.0%

Space Separator

Value	Count	Frequency (%)
	163492230	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	169237002	94.3%
Latin	10256788	5.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
	163492230	96.6%
1	4018989	2.4%
6	796215	0.5%
2	580732	0.3%
4	182244	0.1%
8	97817	0.1%
0	31275	< 0.1%
9	16085	< 0.1%
3	14465	< 0.1%
5	6950	< 0.1%

Latin

Value	Count	Frequency (%)
C	5128394	50.0%
T	5128394	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	179493790	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	163492230	91.1%
C	5128394	2.9%
T	5128394	2.9%
1	4018989	2.2%
6	796215	0.4%
2	580732	0.3%
4	182244	0.1%
8	97817	0.1%
0	31275	< 0.1%
9	16085	< 0.1%
Other values (2)	21415	< 0.1%

promocion_cabecera
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

0	4977468
1	150926

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5128394
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4977468	97.1%
1	150926	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4977468	97.1%
1	150926	2.9%

Most occurring characters

Value	Count	Frequency (%)
0	4977468	97.1%
1	150926	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5128394	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4977468	97.1%
1	150926	2.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	5128394	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4977468	97.1%
1	150926	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5128394	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4977468	97.1%
1	150926	2.9%

promocion_descuento
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

0	3955689
1	1172705

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5128394
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3955689	77.1%
1	1172705	22.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3955689	77.1%
1	1172705	22.9%

Most occurring characters

Value	Count	Frequency (%)
0	3955689	77.1%
1	1172705	22.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5128394	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3955689	77.1%
1	1172705	22.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	5128394	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3955689	77.1%
1	1172705	22.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5128394	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3955689	77.1%
1	1172705	22.9%

promocion_expositor
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

0	4998423
1	129971

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5128394
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4998423	97.5%
1	129971	2.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4998423	97.5%
1	129971	2.5%

Most occurring characters

Value	Count	Frequency (%)
0	4998423	97.5%
1	129971	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5128394	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4998423	97.5%
1	129971	2.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	5128394	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4998423	97.5%
1	129971	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5128394	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4998423	97.5%
1	129971	2.5%

promocion_extra_cantidad
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

0	5120929
1	7465

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5128394
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5120929	99.9%
1	7465	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5120929	99.9%
1	7465	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	5120929	99.9%
1	7465	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5128394	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5120929	99.9%
1	7465	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	5128394	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5120929	99.9%
1	7465	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5128394	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5120929	99.9%
1	7465	0.1%

promocion_folleto
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

0	4861493
1	266901

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5128394
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4861493	94.8%
1	266901	5.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4861493	94.8%
1	266901	5.2%

Most occurring characters

Value	Count	Frequency (%)
0	4861493	94.8%
1	266901	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5128394	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4861493	94.8%
1	266901	5.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	5128394	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4861493	94.8%
1	266901	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5128394	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4861493	94.8%
1	266901	5.2%

promocion_isla
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

0	5087672
1	40722

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5128394
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5087672	99.2%
1	40722	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5087672	99.2%
1	40722	0.8%

Most occurring characters

Value	Count	Frequency (%)
0	5087672	99.2%
1	40722	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5128394	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5087672	99.2%
1	40722	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	5128394	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5087672	99.2%
1	40722	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5128394	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5087672	99.2%
1	40722	0.8%

promocion_multicompra
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

0	5089206
1	39188

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5128394
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5089206	99.2%
1	39188	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5089206	99.2%
1	39188	0.8%

Most occurring characters

Value	Count	Frequency (%)
0	5089206	99.2%
1	39188	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5128394	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5089206	99.2%
1	39188	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	5128394	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5089206	99.2%
1	39188	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5128394	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5089206	99.2%
1	39188	0.8%

promocion_regalo
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

0	5099520
1	28874

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5128394
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5099520	99.4%
1	28874	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5099520	99.4%
1	28874	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	5099520	99.4%
1	28874	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5128394	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5099520	99.4%
1	28874	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	5128394	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5099520	99.4%
1	28874	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5128394	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5099520	99.4%
1	28874	0.6%

factor_extrapolacion
Text

Distinct	7534
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

Length

Max length	6
Median length	4
Mean length	4.3016219
Min length	1

Characters and Unicode

Total characters	22060412
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	11,48
2nd row	11,48
3rd row	11,48
4th row	11,48
5th row	11,48

Value	Count	Frequency (%)
2,76	99182	1.9%
2,74	67178	1.3%
2,77	57527	1.1%
2,78	53705	1.0%
3,25	47395	0.9%
2,83	46483	0.9%
2,73	43998	0.9%
2,71	42546	0.8%
3,18	40182	0.8%
2,25	38812	0.8%
Other values (7524)	4591386	89.5%

Most occurring characters

Value	Count	Frequency (%)
,	5067513	23.0%
2	2869905	13.0%
1	2616458	11.9%
3	2267998	10.3%
4	1590642	7.2%
7	1579306	7.2%
5	1512018	6.9%
6	1316242	6.0%
8	1316220	6.0%
9	1181866	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16992899	77.0%
Other Punctuation	5067513	23.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	2869905	16.9%
1	2616458	15.4%
3	2267998	13.3%
4	1590642	9.4%
7	1579306	9.3%
5	1512018	8.9%
6	1316242	7.7%
8	1316220	7.7%
9	1181866	7.0%
0	742244	4.4%

Other Punctuation

Value	Count	Frequency (%)
,	5067513	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22060412	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
,	5067513	23.0%
2	2869905	13.0%
1	2616458	11.9%
3	2267998	10.3%
4	1590642	7.2%
7	1579306	7.2%
5	1512018	6.9%
6	1316242	6.0%
8	1316220	6.0%
9	1181866	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22060412	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	5067513	23.0%
2	2869905	13.0%
1	2616458	11.9%
3	2267998	10.3%
4	1590642	7.2%
7	1579306	7.2%
5	1512018	6.9%
6	1316242	6.0%
8	1316220	6.0%
9	1181866	5.4%

cod_canal
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

1	2619365
2	2509029

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5128394
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	2619365	51.1%
2	2509029	48.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2619365	51.1%
2	2509029	48.9%

Most occurring characters

Value	Count	Frequency (%)
1	2619365	51.1%
2	2509029	48.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5128394	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2619365	51.1%
2	2509029	48.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	5128394	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2619365	51.1%
2	2509029	48.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5128394	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2619365	51.1%
2	2509029	48.9%

cod_provincia
Real number (ℝ)

HIGH CORRELATION

Distinct	50
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.55498

Minimum	1
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	17
median	37
Q3	91
95-th percentile	95
Maximum	95
Range	94
Interquartile range (IQR)	74

Descriptive statistics

Standard deviation	31.918183
Coefficient of variation (CV)	0.7328251
Kurtosis	-1.0633644
Mean	43.55498
Median Absolute Deviation (MAD)	20
Skewness	0.56897541
Sum	2.233671 × 10⁸
Variance	1018.7704
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
95	760358	14.8%
91	533064	10.4%
46	280369	5.5%
29	184985	3.6%
50	181904	3.5%
41	177107	3.5%
48	165783	3.2%
3	163717	3.2%
7	141135	2.8%
33	140177	2.7%
Other values (40)	2399795	46.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	34012	0.7%
2	72694	1.4%
3	163717	3.2%
4	52169	1.0%
5	10193	0.2%
6	71342	1.4%
7	141135	2.8%
8	132377	2.6%
9	55444	1.1%
10	75141	1.5%

Value	Count	Frequency (%)
95	760358	14.8%
91	533064	10.4%
50	181904	3.5%
49	9985	0.2%
48	165783	3.2%
47	118308	2.3%
46	280369	5.5%
45	35481	0.7%
44	18638	0.4%
43	130275	2.5%

postal_code
Real number (ℝ)

HIGH CORRELATION

Distinct	403
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24589.853

Minimum	0
Maximum	50630
Zeros	4621
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	0
5-th percentile	3550
Q1	9973
median	28003
Q3	36210
95-th percentile	48640
Maximum	50630
Range	50630
Interquartile range (IQR)	26237

Descriptive statistics

Standard deviation	14716.98
Coefficient of variation (CV)	0.59849808
Kurtosis	-1.2211534
Mean	24589.853
Median Absolute Deviation (MAD)	15001
Skewness	0.17772523
Sum	1.2610646 × 10¹¹
Variance	2.165895 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28220	58631	1.1%
28013	57507	1.1%
28043	56320	1.1%
8940	53075	1.0%
10001	50609	1.0%
8028	50579	1.0%
29004	50156	1.0%
3550	48674	0.9%
50008	43102	0.8%
37005	43037	0.8%
Other values (393)	4616704	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4621	0.1%
1008	22695	0.4%
1012	11317	0.2%
2002	20615	0.4%
2003	4856	0.1%
2005	14669	0.3%
2006	32554	0.6%
2484	6097	0.1%
3013	10022	0.2%
3176	19327	0.4%

Value	Count	Frequency (%)
50630	3511	0.1%
50300	14951	0.3%
50018	34713	0.7%
50017	16218	0.3%
50015	1354	< 0.1%
50014	3710	0.1%
50009	11481	0.2%
50008	43102	0.8%
50007	8226	0.2%
50006	1777	< 0.1%

sales_surface_sqmeters
Real number (ℝ)

HIGH CORRELATION

Distinct	85
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5109.7552

Minimum	100
Maximum	17600
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	100
5-th percentile	400
Q1	1100
median	2500
Q3	10000
95-th percentile	12900
Maximum	17600
Range	17500
Interquartile range (IQR)	8900

Descriptive statistics

Standard deviation	4718.8499
Coefficient of variation (CV)	0.92349823
Kurtosis	-0.96939079
Mean	5109.7552
Median Absolute Deviation (MAD)	1900
Skewness	0.68220932
Sum	2.6204838 × 10¹⁰
Variance	22267545
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
700	207022	4.0%
1600	184325	3.6%
800	163661	3.2%
300	153071	3.0%
900	142486	2.8%
2000	140966	2.7%
500	136976	2.7%
1800	136514	2.7%
2500	128949	2.5%
2300	124072	2.4%
Other values (75)	3610352	70.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100	9571	0.2%
200	86479	1.7%
300	153071	3.0%
400	111252	2.2%
500	136976	2.7%
600	100670	2.0%
700	207022	4.0%
800	163661	3.2%
900	142486	2.8%
1000	82950	1.6%

Value	Count	Frequency (%)
17600	28222	0.6%
17100	30155	0.6%
16000	29883	0.6%
15900	33011	0.6%
13300	39734	0.8%
13200	29730	0.6%
13000	34536	0.7%
12900	59348	1.2%
12800	34266	0.7%
12500	31752	0.6%

Canal
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

Supermercados	2619365
Hipermercados	2509029

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Characters and Unicode

Total characters	66669122
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Supermercados
2nd row	Supermercados
3rd row	Supermercados
4th row	Supermercados
5th row	Supermercados

Common Values

Value	Count	Frequency (%)
Supermercados	2619365	51.1%
Hipermercados	2509029	48.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
supermercados	2619365	51.1%
hipermercados	2509029	48.9%

Most occurring characters

Value	Count	Frequency (%)
e	10256788	15.4%
r	10256788	15.4%
p	5128394	7.7%
m	5128394	7.7%
c	5128394	7.7%
a	5128394	7.7%
d	5128394	7.7%
o	5128394	7.7%
s	5128394	7.7%
S	2619365	3.9%
Other values (3)	7637423	11.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	61540728	92.3%
Uppercase Letter	5128394	7.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	10256788	16.7%
r	10256788	16.7%
p	5128394	8.3%
m	5128394	8.3%
c	5128394	8.3%
a	5128394	8.3%
d	5128394	8.3%
o	5128394	8.3%
s	5128394	8.3%
u	2619365	4.3%

Uppercase Letter

Value	Count	Frequency (%)
S	2619365	51.1%
H	2509029	48.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	66669122	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	10256788	15.4%
r	10256788	15.4%
p	5128394	7.7%
m	5128394	7.7%
c	5128394	7.7%
a	5128394	7.7%
d	5128394	7.7%
o	5128394	7.7%
s	5128394	7.7%
S	2619365	3.9%
Other values (3)	7637423	11.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	66669122	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	10256788	15.4%
r	10256788	15.4%
p	5128394	7.7%
m	5128394	7.7%
c	5128394	7.7%
a	5128394	7.7%
d	5128394	7.7%
o	5128394	7.7%
s	5128394	7.7%
S	2619365	3.9%
Other values (3)	7637423	11.5%

Channel
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

Supermarkets	2619365
Hipermarkets	2509029

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	61540728
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Supermarkets
2nd row	Supermarkets
3rd row	Supermarkets
4th row	Supermarkets
5th row	Supermarkets

Common Values

Value	Count	Frequency (%)
Supermarkets	2619365	51.1%
Hipermarkets	2509029	48.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
supermarkets	2619365	51.1%
hipermarkets	2509029	48.9%

Most occurring characters

Value	Count	Frequency (%)
e	10256788	16.7%
r	10256788	16.7%
p	5128394	8.3%
m	5128394	8.3%
a	5128394	8.3%
k	5128394	8.3%
t	5128394	8.3%
s	5128394	8.3%
S	2619365	4.3%
u	2619365	4.3%
Other values (2)	5018058	8.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	56412334	91.7%
Uppercase Letter	5128394	8.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	10256788	18.2%
r	10256788	18.2%
p	5128394	9.1%
m	5128394	9.1%
a	5128394	9.1%
k	5128394	9.1%
t	5128394	9.1%
s	5128394	9.1%
u	2619365	4.6%
i	2509029	4.4%

Uppercase Letter

Value	Count	Frequency (%)
S	2619365	51.1%
H	2509029	48.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	61540728	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	10256788	16.7%
r	10256788	16.7%
p	5128394	8.3%
m	5128394	8.3%
a	5128394	8.3%
k	5128394	8.3%
t	5128394	8.3%
s	5128394	8.3%
S	2619365	4.3%
u	2619365	4.3%
Other values (2)	5018058	8.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	61540728	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	10256788	16.7%
r	10256788	16.7%
p	5128394	8.3%
m	5128394	8.3%
a	5128394	8.3%
k	5128394	8.3%
t	5128394	8.3%
s	5128394	8.3%
S	2619365	4.3%
u	2619365	4.3%
Other values (2)	5018058	8.2%

Provincia
Categorical

HIGH CORRELATION

Distinct	50
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

Area Metropolitana de Madrid	760358
Area Metropolitana de Barcelona	533064
Valencia	280369
Malaga	184985
Zaragoza	181904
Other values (45)	3187714

Length

Max length	31
Median length	11
Mean length	13.018834
Min length	4

Characters and Unicode

Total characters	66765708
Distinct characters	39
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	La Rioja
2nd row	La Rioja
3rd row	La Rioja
4th row	La Rioja
5th row	La Rioja

Common Values

Value	Count	Frequency (%)
Area Metropolitana de Madrid	760358	14.8%
Area Metropolitana de Barcelona	533064	10.4%
Valencia	280369	5.5%
Malaga	184985	3.6%
Zaragoza	181904	3.5%
Sevilla	177107	3.5%
Vizcaya	165783	3.2%
Alicante	163717	3.2%
Baleares	141135	2.8%
Asturias	140177	2.7%
Other values (40)	2399795	46.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
area	1293422	14.1%
de	1293422	14.1%
metropolitana	1293422	14.1%
madrid	820150	8.9%
barcelona	665441	7.2%
valencia	280369	3.0%
malaga	184985	2.0%
zaragoza	181904	2.0%
sevilla	177107	1.9%
vizcaya	165783	1.8%
Other values (43)	2847535	30.9%

Most occurring characters

Value	Count	Frequency (%)
a	12436620	18.6%
e	6387100	9.6%
r	5878662	8.8%
o	4591486	6.9%
l	4100034	6.1%
	4075146	6.1%
i	3927137	5.9%
d	3765460	5.6%
t	3214533	4.8%
n	3145205	4.7%
Other values (29)	15244325	22.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	54780444	82.0%
Uppercase Letter	7910118	11.8%
Space Separator	4075146	6.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	12436620	22.7%
e	6387100	11.7%
r	5878662	10.7%
o	4591486	8.4%
l	4100034	7.5%
i	3927137	7.2%
d	3765460	6.9%
t	3214533	5.9%
n	3145205	5.7%
c	1662989	3.0%
Other values (12)	5671218	10.4%

Uppercase Letter

Value	Count	Frequency (%)
M	2426519	30.7%
A	1766384	22.3%
B	933362	11.8%
C	600004	7.6%
V	564460	7.1%
G	349417	4.4%
L	255534	3.2%
S	252473	3.2%
Z	191889	2.4%
T	184394	2.3%
Other values (6)	385682	4.9%

Space Separator

Value	Count	Frequency (%)
	4075146	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	62690562	93.9%
Common	4075146	6.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	12436620	19.8%
e	6387100	10.2%
r	5878662	9.4%
o	4591486	7.3%
l	4100034	6.5%
i	3927137	6.3%
d	3765460	6.0%
t	3214533	5.1%
n	3145205	5.0%
M	2426519	3.9%
Other values (28)	12817806	20.4%

Common

Value	Count	Frequency (%)
	4075146	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	66668952	99.9%
None	96756	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	12436620	18.7%
e	6387100	9.6%
r	5878662	8.8%
o	4591486	6.9%
l	4100034	6.1%
	4075146	6.1%
i	3927137	5.9%
d	3765460	5.6%
t	3214533	4.8%
n	3145205	4.7%
Other values (28)	15147569	22.7%

None

Value	Count	Frequency (%)
ñ	96756	100.0%

Comunidad autónoma
Categorical

HIGH CORRELATION

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.1 MiB

Cataluña	876786
Madrid	820150
Andalucía	741975
Comunidad Valenciana	543869
Castilla y León	357993
Other values (11)	1787621

Length

Max length	20
Median length	15
Mean length	10.054475
Min length	6

Characters and Unicode

Total characters	51563309
Distinct characters	36
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	La Rioja
2nd row	La Rioja
3rd row	La Rioja
4th row	La Rioja
5th row	La Rioja

Common Values

Value	Count	Frequency (%)
Cataluña	876786	17.1%
Madrid	820150	16.0%
Andalucía	741975	14.5%
Comunidad Valenciana	543869	10.6%
Castilla y León	357993	7.0%
País Vasco	336962	6.6%
Aragón	230949	4.5%
Castilla-La Mancha	220173	4.3%
Galicia	200228	3.9%
Extremadura	146483	2.9%
Other values (6)	652826	12.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cataluña	876786	12.5%
madrid	820150	11.7%
andalucía	741975	10.6%
comunidad	543869	7.8%
valenciana	543869	7.8%
castilla	357993	5.1%
y	357993	5.1%
león	357993	5.1%
país	336962	4.8%
vasco	336962	4.8%
Other values (12)	1716362	24.6%

Most occurring characters

Value	Count	Frequency (%)
a	11760615	22.8%
l	3660325	7.1%
d	3616496	7.0%
i	3301715	6.4%
n	3284233	6.4%
u	2577252	5.0%
c	2171169	4.2%
C	2100357	4.1%
r	2047847	4.0%
	1862520	3.6%
Other values (26)	15180780	29.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	42627522	82.7%
Uppercase Letter	6853094	13.3%
Space Separator	1862520	3.6%
Dash Punctuation	220173	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	11760615	27.6%
l	3660325	8.6%
d	3616496	8.5%
i	3301715	7.7%
n	3284233	7.7%
u	2577252	6.0%
c	2171169	5.1%
r	2047847	4.8%
t	1843148	4.3%
s	1673579	3.9%
Other values (13)	6691143	15.7%

Uppercase Letter

Value	Count	Frequency (%)
C	2100357	30.6%
M	1168285	17.0%
A	1113101	16.2%
V	880831	12.9%
L	623696	9.1%
P	336962	4.9%
G	200228	2.9%
E	146483	2.1%
B	141135	2.1%
N	96486	1.4%

Space Separator

Value	Count	Frequency (%)
	1862520	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	220173	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	49480616	96.0%
Common	2082693	4.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	11760615	23.8%
l	3660325	7.4%
d	3616496	7.3%
i	3301715	6.7%
n	3284233	6.6%
u	2577252	5.2%
c	2171169	4.4%
C	2100357	4.2%
r	2047847	4.1%
t	1843148	3.7%
Other values (24)	13117459	26.5%

Common

Value	Count	Frequency (%)
	1862520	89.4%
-	220173	10.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49018644	95.1%
None	2544665	4.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	11760615	24.0%
l	3660325	7.5%
d	3616496	7.4%
i	3301715	6.7%
n	3284233	6.7%
u	2577252	5.3%
c	2171169	4.4%
C	2100357	4.3%
r	2047847	4.2%
	1862520	3.8%
Other values (23)	12636115	25.8%

None

Value	Count	Frequency (%)
í	1078937	42.4%
ñ	876786	34.5%
ó	588942	23.1%

Lat
Real number (ℝ)

HIGH CORRELATION

Distinct	50
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.441079

Minimum	36.52988
Maximum	43.36846
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	36.52988
5-th percentile	36.71847
Q1	39.46894
median	40.44823
Q3	41.65419
95-th percentile	43.237467
Maximum	43.36846
Range	6.83858
Interquartile range (IQR)	2.18525

Descriptive statistics

Standard deviation	1.9437366
Coefficient of variation (CV)	0.048063419
Kurtosis	-0.73377353
Mean	40.441079
Median Absolute Deviation (MAD)	1.2036
Skewness	-0.39748953
Sum	2.0739779 × 10⁸
Variance	3.7781118
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.44823	760358	14.8%
41.37591	533064	10.4%
39.46894	280369	5.5%
36.71847	184985	3.6%
41.65183	181904	3.5%
37.38788	177107	3.5%
43.23746674	165783	3.2%
38.3441	163717	3.2%
39.57422795	141135	2.8%
43.29208774	140177	2.7%
Other values (40)	2399795	46.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.52988	121319	2.4%
36.71847	184985	3.6%
36.84191	52169	1.0%
37.17054	95580	1.9%
37.25455	41450	0.8%
37.38788	177107	3.5%
37.76908	23041	0.4%
37.87064	46324	0.9%
37.98308	127962	2.5%
38.3441	163717	3.2%

Value	Count	Frequency (%)
43.36846	96756	1.9%
43.29208774	140177	2.7%
43.23746674	165783	3.2%
43.19721408	101536	2.0%
43.14362932	137167	2.7%
43.00951	26359	0.5%
42.8346584	34012	0.7%
42.66705063	96486	1.9%
42.59917	69636	1.4%
42.43246	49782	1.0%

Lon
Real number (ℝ)

HIGH CORRELATION

Distinct	50
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.4353536

Minimum	-8.65237
Maximum	2.9126485
Zeros	0
Zeros (%)	0.0%
Negative	4110473
Negative (%)	80.2%
Memory size	39.1 MiB

Quantile statistics

Minimum	-8.65237
5-th percentile	-6.97272
Q1	-4.41965
median	-3.16446
Q3	-0.37686
95-th percentile	2.17001
Maximum	2.9126485
Range	11.565018
Interquartile range (IQR)	4.04279

Descriptive statistics

Standard deviation	3.0101011
Coefficient of variation (CV)	-1.2360016
Kurtosis	-0.84806468
Mean	-2.4353536
Median Absolute Deviation (MAD)	2.28332
Skewness	0.14861423
Sum	-12489453
Variance	9.0607084
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3.71272	760358	14.8%
2.14988	533064	10.4%
-0.37686	280369	5.5%
-4.41965	184985	3.6%
-0.88114	181904	3.5%
-6.00196	177107	3.5%
-2.852817223	165783	3.2%
-0.48043	163717	3.2%
2.912648499	141135	2.8%
-5.993136553	140177	2.7%
Other values (40)	2399795	46.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-8.65237	49782	1.0%
-8.4021	96756	1.9%
-7.86627	27331	0.5%
-7.5694	26359	0.5%
-6.97272	71342	1.4%
-6.94518	41450	0.8%
-6.36939	75141	1.5%
-6.29027	121319	2.4%
-6.00196	177107	3.5%
-5.993136553	140177	2.7%

Value	Count	Frequency (%)
2.912648499	141135	2.8%
2.81873	63817	1.2%
2.17001	132377	2.6%
2.14988	533064	10.4%
1.25385	130275	2.5%
0.62755	17253	0.3%
-0.04594	99783	1.9%
-0.37686	280369	5.5%
-0.40919	30407	0.6%
-0.48043	163717	3.2%

TEMP_MINIMA
Real number (ℝ)

HIGH CORRELATION

Distinct	1696
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.30611

Minimum	-4.2428571
Maximum	25.942857
Zeros	0
Zeros (%)	0.0%
Negative	107968
Negative (%)	2.1%
Memory size	39.1 MiB

Quantile statistics

Minimum	-4.2428571
5-th percentile	1.6
Q1	6.4285714
median	10.4
Q3	16.514286
95-th percentile	21.957143
Maximum	25.942857
Range	30.185714
Interquartile range (IQR)	10.085714

Descriptive statistics

Standard deviation	6.3467754
Coefficient of variation (CV)	0.56135801
Kurtosis	-0.9296542
Mean	11.30611
Median Absolute Deviation (MAD)	4.9142857
Skewness	0.16129249
Sum	57982187
Variance	40.281558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.8	17756	0.3%
9.142857143	17067	0.3%
14.75714286	15958	0.3%
10.11428571	15241	0.3%
21.25714286	15226	0.3%
16.8	15070	0.3%
0.3285714286	14979	0.3%
11.7	14928	0.3%
7.785714286	14687	0.3%
4.342857143	14647	0.3%
Other values (1686)	4972835	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.242857143	50	< 0.1%
-4.214285714	40	< 0.1%
-3.871428571	35	< 0.1%
-3.8	170	< 0.1%
-3.685714286	107	< 0.1%
-3.585714286	146	< 0.1%
-3.5	54	< 0.1%
-3.328571429	160	< 0.1%
-3.3	1045	< 0.1%
-3.271428571	177	< 0.1%

Value	Count	Frequency (%)
25.94285714	1263	< 0.1%
25.08571429	486	< 0.1%
24.7	1974	< 0.1%
24.65714286	473	< 0.1%
24.52857143	1314	< 0.1%
24.48571429	2495	< 0.1%
24.45714286	934	< 0.1%
24.41428571	449	< 0.1%
24.3	5977	0.1%
24.22857143	206	< 0.1%

TEMP_MAXIMA
Real number (ℝ)

HIGH CORRELATION

Distinct	1908
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.710162

Minimum	1.9142857
Maximum	40.485714
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	1.9142857
5-th percentile	9.7142857
Q1	14.042857
median	18.342857
Q3	25.371429
95-th percentile	33.057143
Maximum	40.485714
Range	38.571429
Interquartile range (IQR)	11.328571

Descriptive statistics

Standard deviation	7.2630143
Coefficient of variation (CV)	0.36849084
Kurtosis	-0.69160452
Mean	19.710162
Median Absolute Deviation (MAD)	5.4571429
Skewness	0.42728603
Sum	1.0108148 × 10⁸
Variance	52.751377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.32857143	18807	0.4%
11.07142857	17437	0.3%
9.928571429	16692	0.3%
15.1	15246	0.3%
15.78571429	15064	0.3%
12	15057	0.3%
15.11428571	14899	0.3%
11.27142857	14732	0.3%
33.58571429	14496	0.3%
15.6	14295	0.3%
Other values (1898)	4971669	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.914285714	50	< 0.1%
1.985714286	54	< 0.1%
3.057142857	120	< 0.1%
3.542857143	107	< 0.1%
3.657142857	317	< 0.1%
3.714285714	177	< 0.1%
3.757142857	35	< 0.1%
3.928571429	158	< 0.1%
3.985714286	125	< 0.1%
4	522	< 0.1%

Value	Count	Frequency (%)
40.48571429	333	< 0.1%
40.05714286	206	< 0.1%
39.38571429	1513	< 0.1%
38.65714286	1509	< 0.1%
38.62857143	637	< 0.1%
38.44285714	331	< 0.1%
38.41428571	1550	< 0.1%
38.38571429	328	< 0.1%
38.37142857	327	< 0.1%
38.31428571	1611	< 0.1%

TEMP_MEDIA
Real number (ℝ)

HIGH CORRELATION

Distinct	1812
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.250407

Minimum	-1.1142857
Maximum	32.171429
Zeros	0
Zeros (%)	0.0%
Negative	463
Negative (%)	< 0.1%
Memory size	39.1 MiB

Quantile statistics

Minimum	-1.1142857
5-th percentile	5.4714286
Q1	9.9428571
median	14.2
Q3	20.542857
95-th percentile	26.814286
Maximum	32.171429
Range	33.285714
Interquartile range (IQR)	10.6

Descriptive statistics

Standard deviation	6.7727328
Coefficient of variation (CV)	0.44410177
Kurtosis	-0.89912829
Mean	15.250407
Median Absolute Deviation (MAD)	5.2428571
Skewness	0.26268868
Sum	78210095
Variance	45.869909
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.02857143	30840	0.6%
12.14285714	16387	0.3%
10.55714286	16089	0.3%
8.957142857	15967	0.3%
6.928571429	15007	0.3%
12.68571429	14924	0.3%
12.12857143	14708	0.3%
23.15714286	14514	0.3%
10.57142857	13999	0.3%
21.94285714	13996	0.3%
Other values (1802)	4961963	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.114285714	50	< 0.1%
-0.614285714	54	< 0.1%
-0.571428571	107	< 0.1%
-0.414285714	35	< 0.1%
-0.1	177	< 0.1%
-0.028571429	40	< 0.1%
0.1	137	< 0.1%
0.1285714286	120	< 0.1%
0.2428571429	158	< 0.1%
0.3142857143	125	< 0.1%

Value	Count	Frequency (%)
32.17142857	333	< 0.1%
32.15714286	206	< 0.1%
30.92857143	314	< 0.1%
30.91428571	331	< 0.1%
30.8	1550	< 0.1%
30.7	621	< 0.1%
30.61428571	1416	< 0.1%
30.58571429	694	< 0.1%
30.55714286	205	< 0.1%
30.51428571	195	< 0.1%

PRECIPITACION
Real number (ℝ)

ZEROS

Distinct	716
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8346999

Minimum	0
Maximum	36.828571
Zeros	592889
Zeros (%)	11.6%
Negative	0
Negative (%)	0.0%
Memory size	39.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.1
median	0.72857143
Q3	2.4142857
95-th percentile	7.4571429
Maximum	36.828571
Range	36.828571
Interquartile range (IQR)	2.3142857

Descriptive statistics

Standard deviation	2.739525
Coefficient of variation (CV)	1.4931733
Kurtosis	11.098656
Mean	1.8346999
Median Absolute Deviation (MAD)	0.71428571
Skewness	2.744634
Sum	9409064
Variance	7.5049972
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	592889	11.6%
0.0142857143	163441	3.2%
0.0285714286	163147	3.2%
0.0428571429	99356	1.9%
0.0714285714	88574	1.7%
0.0571428571	70663	1.4%
0.1285714286	69055	1.3%
0.0857142857	63958	1.2%
0.1	59313	1.2%
0.1571428571	59260	1.2%
Other values (706)	3698738	72.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	592889	11.6%
0.0142857143	163441	3.2%
0.0285714286	163147	3.2%
0.0428571429	99356	1.9%
0.0571428571	70663	1.4%
0.0714285714	88574	1.7%
0.0857142857	63958	1.2%
0.1	59313	1.2%
0.1142857143	58775	1.1%
0.1285714286	69055	1.3%

Value	Count	Frequency (%)
36.82857143	490	< 0.1%
23.5	446	< 0.1%
22.92857143	264	< 0.1%
21.7	323	< 0.1%
21.6	1135	< 0.1%
21.22857143	818	< 0.1%
20.68571429	1630	< 0.1%
20.61428571	847	< 0.1%
19.9	404	< 0.1%
18.87142857	1672	< 0.1%

national_holidays_2021
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.9 MiB

False	4870027
True	258367

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4870027	95.0%
True	258367	5.0%

regional_holidays_2021
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.9 MiB

False	4440046
True	688348

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4440046	86.6%
True	688348	13.4%

local_holidays_2021
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.9 MiB

False	3826461
True	1301933

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3826461	74.6%
True	1301933	25.4%

national_holidays_2022
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.9 MiB

False	4816426
True	311968

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4816426	93.9%
True	311968	6.1%

regional_holidays_2022
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.9 MiB

False	4505969
True	622425

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4505969	87.9%
True	622425	12.1%

local_holidays_2022
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.9 MiB

False	3470237
True	1658157

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3470237	67.7%
True	1658157	32.3%

national_holidays_2023
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.9 MiB

False	4992459
True	135935

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4992459	97.3%
True	135935	2.7%

regional_holidays_2023
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.9 MiB

False	4725430
True	402964

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4725430	92.1%
True	402964	7.9%

local_holidays_2023
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.9 MiB

False	4582860
True	545534

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4582860	89.4%
True	545534	10.6%

Auto

Heatmap
Table

	Unnamed: 0	cod_tienda	cod_semana	cod_producto	ventas_unidades	ventas_valor	ventas_volumen	precio_real_unidades	precio_real_volumen	precio_tarifa_unidades	precio_tarifa_volumen	cod_provincia	postal_code	sales_surface_sqmeters	Lat	Lon	TEMP_MINIMA	TEMP_MAXIMA	TEMP_MEDIA	PRECIPITACION	month	year	season	SEGMENT	MANUFACTURER	BRAND	PACKAGING	VOLUME	UNITS	promocion_cabecera	promocion_descuento	promocion_expositor	promocion_extra_cantidad	promocion_folleto	promocion_isla	promocion_multicompra	promocion_regalo	cod_canal	Canal	Channel	Provincia	Comunidad autónoma	national_holidays_2021	regional_holidays_2021	local_holidays_2021	national_holidays_2022	regional_holidays_2022	local_holidays_2022	national_holidays_2023	regional_holidays_2023	local_holidays_2023
Unnamed: 0	1.000	0.747	0.016	0.008	0.007	0.009	0.009	0.001	0.002	0.000	0.002	-0.065	-0.026	0.010	0.021	0.040	-0.008	-0.001	-0.005	-0.007	0.072	0.045	0.061	0.006	0.010	0.013	0.004	0.007	0.006	0.006	0.007	0.010	0.005	0.015	0.010	0.007	0.006	0.043	0.043	0.043	0.133	0.089	0.052	0.058	0.047	0.040	0.070	0.041	0.049	0.055	0.057
cod_tienda	0.747	1.000	0.001	-0.001	0.011	0.017	0.013	0.007	0.003	0.007	0.003	-0.051	-0.017	0.085	0.014	0.052	-0.009	0.003	-0.004	-0.011	0.006	0.017	0.008	0.017	0.034	0.036	0.021	0.018	0.019	0.020	0.021	0.019	0.008	0.030	0.019	0.021	0.020	0.214	0.214	0.214	0.409	0.235	0.005	0.010	0.013	0.002	0.005	0.010	0.006	0.014	0.017
cod_semana	0.016	0.001	1.000	-0.010	-0.021	-0.014	-0.018	0.011	-0.006	0.009	-0.006	0.005	0.013	-0.014	0.001	-0.010	-0.172	-0.156	-0.170	0.041	0.572	0.974	0.773	0.015	0.011	0.024	0.011	0.036	0.016	0.013	0.040	0.028	0.012	0.095	0.010	0.014	0.030	0.019	0.019	0.019	0.028	0.009	0.391	0.655	0.877	0.356	0.630	0.828	0.345	0.671	0.766
cod_producto	0.008	-0.001	-0.010	1.000	0.164	0.045	0.216	-0.228	0.078	-0.233	0.078	-0.038	-0.009	-0.127	0.009	-0.005	0.012	0.009	0.011	-0.003	0.007	0.019	0.009	0.738	0.323	0.484	0.195	0.260	0.172	0.060	0.050	0.051	0.046	0.041	0.046	0.027	0.051	0.132	0.132	0.132	0.050	0.042	0.007	0.017	0.022	0.003	0.006	0.011	0.008	0.014	0.019
ventas_unidades	0.007	0.011	-0.021	0.164	1.000	0.796	0.811	-0.437	-0.200	-0.419	-0.200	0.019	-0.023	0.036	-0.021	0.049	0.045	0.050	0.049	-0.028	0.003	0.000	0.003	0.008	0.014	0.011	0.007	0.001	0.002	0.019	0.019	0.012	0.000	0.026	0.000	0.050	0.000	0.012	0.012	0.012	0.008	0.004	0.000	0.000	0.002	0.002	0.000	0.001	0.003	0.000	0.002
ventas_valor	0.009	0.017	-0.014	0.045	0.796	1.000	0.936	0.141	0.282	0.156	0.282	0.026	-0.027	0.117	-0.031	0.060	0.041	0.045	0.044	-0.029	0.003	0.001	0.003	0.004	0.004	0.007	0.006	0.000	0.014	0.026	0.018	0.016	0.000	0.022	0.001	0.021	0.000	0.012	0.012	0.012	0.005	0.004	0.000	0.000	0.001	0.002	0.001	0.002	0.000	0.000	0.001
ventas_volumen	0.009	0.013	-0.018	0.216	0.811	0.936	1.000	0.020	0.349	0.038	0.349	-0.007	-0.023	0.023	-0.034	0.036	0.044	0.049	0.047	-0.032	0.003	0.001	0.003	0.006	0.009	0.009	0.010	0.002	0.014	0.033	0.027	0.022	0.000	0.034	0.000	0.044	0.000	0.017	0.017	0.017	0.007	0.005	0.000	0.000	0.002	0.003	0.000	0.001	0.002	0.001	0.002
precio_real_unidades	0.001	0.007	0.011	-0.228	-0.437	0.141	0.020	1.000	0.773	0.990	0.773	0.014	-0.004	0.131	-0.010	0.017	-0.012	-0.013	-0.013	0.002	0.005	0.006	0.005	0.026	0.017	0.049	0.338	0.462	0.056	0.000	0.023	0.003	0.000	0.007	0.002	0.005	0.036	0.029	0.029	0.029	0.008	0.006	0.000	0.002	0.002	0.003	0.004	0.007	0.003	0.006	0.010
precio_real_volumen	0.002	0.003	-0.006	0.078	-0.200	0.282	0.349	0.773	1.000	0.777	1.000	-0.038	-0.002	-0.000	-0.031	-0.019	0.000	0.003	0.001	-0.012	0.002	0.003	0.002	0.105	0.053	0.072	0.060	0.710	0.486	0.073	0.037	0.057	0.001	0.066	0.010	0.009	0.006	0.077	0.077	0.077	0.031	0.022	0.001	0.003	0.004	0.000	0.002	0.002	0.000	0.001	0.002
precio_tarifa_unidades	0.000	0.007	0.009	-0.233	-0.419	0.156	0.038	0.990	0.777	1.000	0.777	0.016	-0.002	0.136	-0.011	0.015	-0.009	-0.009	-0.009	0.001	0.003	0.006	0.003	0.024	0.017	0.046	0.326	0.406	0.078	0.009	0.013	0.007	0.000	0.015	0.002	0.003	0.034	0.035	0.035	0.035	0.010	0.007	0.001	0.002	0.003	0.003	0.004	0.006	0.002	0.005	0.007
precio_tarifa_volumen	0.002	0.003	-0.006	0.078	-0.200	0.282	0.349	0.773	1.000	0.777	1.000	-0.038	-0.002	-0.000	-0.031	-0.019	0.000	0.003	0.001	-0.012	0.002	0.003	0.002	0.105	0.053	0.072	0.060	0.710	0.486	0.073	0.037	0.057	0.001	0.066	0.010	0.009	0.006	0.077	0.077	0.077	0.031	0.022	0.001	0.003	0.004	0.000	0.002	0.002	0.000	0.001	0.002
cod_provincia	-0.065	-0.051	0.005	-0.038	0.019	0.026	-0.007	0.014	-0.038	0.016	-0.038	1.000	0.433	0.058	0.208	0.043	-0.100	-0.027	-0.061	0.014	0.005	0.013	0.005	0.029	0.062	0.088	0.030	0.027	0.026	0.020	0.020	0.020	0.011	0.013	0.019	0.029	0.019	0.054	0.054	0.054	1.000	0.700	0.005	0.012	0.014	0.003	0.005	0.009	0.003	0.006	0.007
postal_code	-0.026	-0.017	0.013	-0.009	-0.023	-0.027	-0.023	-0.004	-0.002	-0.002	-0.002	0.433	1.000	0.057	0.170	-0.267	-0.080	-0.014	-0.047	0.022	0.004	0.021	0.006	0.022	0.065	0.082	0.028	0.023	0.019	0.026	0.024	0.024	0.015	0.015	0.016	0.026	0.021	0.118	0.118	0.118	0.952	0.616	0.007	0.016	0.023	0.004	0.008	0.015	0.007	0.012	0.015
sales_surface_sqmeters	0.010	0.085	-0.014	-0.127	0.036	0.117	0.023	0.131	-0.000	0.136	-0.000	0.058	0.057	1.000	-0.068	-0.017	0.014	0.014	0.014	-0.004	0.004	0.015	0.005	0.067	0.104	0.102	0.075	0.062	0.065	0.060	0.033	0.041	0.017	0.127	0.028	0.060	0.026	0.911	0.911	0.911	0.449	0.279	0.005	0.013	0.014	0.003	0.007	0.012	0.003	0.007	0.008
Lat	0.021	0.014	0.001	0.009	-0.021	-0.031	-0.034	-0.010	-0.031	-0.011	-0.031	0.208	0.170	-0.068	1.000	0.085	-0.200	-0.236	-0.217	0.279	0.004	0.015	0.006	0.026	0.078	0.107	0.030	0.032	0.024	0.017	0.016	0.036	0.019	0.019	0.027	0.035	0.026	0.133	0.133	0.133	1.000	0.752	0.005	0.010	0.015	0.002	0.007	0.010	0.004	0.008	0.010
Lon	0.040	0.052	-0.010	-0.005	0.049	0.060	0.036	0.017	-0.019	0.015	-0.019	0.043	-0.267	-0.017	0.085	1.000	0.110	0.022	0.062	0.004	0.004	0.016	0.006	0.027	0.096	0.115	0.032	0.031	0.029	0.024	0.026	0.023	0.009	0.034	0.023	0.026	0.019	0.102	0.102	0.102	1.000	0.840	0.006	0.013	0.018	0.002	0.006	0.010	0.005	0.009	0.012
TEMP_MINIMA	-0.008	-0.009	-0.172	0.012	0.045	0.041	0.044	-0.012	0.000	-0.009	0.000	-0.100	-0.080	0.014	-0.200	0.110	1.000	0.925	0.979	-0.305	0.370	0.238	0.506	0.007	0.020	0.025	0.010	0.010	0.011	0.004	0.029	0.032	0.005	0.040	0.014	0.012	0.023	0.020	0.020	0.020	0.211	0.189	0.054	0.088	0.284	0.103	0.148	0.200	0.177	0.280	0.325
TEMP_MAXIMA	-0.001	0.003	-0.156	0.009	0.050	0.045	0.049	-0.013	0.003	-0.009	0.003	-0.027	-0.014	0.014	-0.236	0.022	0.925	1.000	0.980	-0.468	0.361	0.251	0.508	0.009	0.024	0.029	0.011	0.012	0.011	0.005	0.036	0.032	0.004	0.049	0.014	0.012	0.019	0.026	0.026	0.026	0.230	0.199	0.071	0.100	0.271	0.075	0.162	0.257	0.172	0.296	0.336
TEMP_MEDIA	-0.005	-0.004	-0.170	0.011	0.049	0.044	0.047	-0.013	0.001	-0.009	0.001	-0.061	-0.047	0.014	-0.217	0.062	0.979	0.980	1.000	-0.386	0.385	0.244	0.522	0.009	0.023	0.028	0.010	0.011	0.011	0.004	0.033	0.032	0.004	0.047	0.013	0.015	0.022	0.026	0.026	0.026	0.222	0.193	0.075	0.126	0.290	0.099	0.178	0.235	0.174	0.301	0.338
PRECIPITACION	-0.007	-0.011	0.041	-0.003	-0.028	-0.029	-0.032	0.002	-0.012	0.001	-0.012	0.014	0.022	-0.004	0.279	0.004	-0.305	-0.468	-0.386	1.000	0.098	0.144	0.104	0.004	0.012	0.014	0.006	0.004	0.006	0.002	0.007	0.009	0.001	0.011	0.004	0.003	0.002	0.020	0.020	0.020	0.153	0.132	0.030	0.042	0.103	0.064	0.070	0.114	0.166	0.174	0.128
month	0.072	0.006	0.572	0.007	0.003	0.003	0.003	0.005	0.002	0.003	0.002	0.005	0.004	0.004	0.004	0.004	0.370	0.361	0.385	0.098	1.000	0.355	1.000	0.008	0.007	0.009	0.009	0.014	0.012	0.009	0.053	0.029	0.006	0.075	0.007	0.043	0.032	0.007	0.007	0.007	0.009	0.004	0.289	0.315	0.435	0.288	0.400	0.315	0.277	0.341	0.388
year	0.045	0.017	0.974	0.019	0.000	0.001	0.001	0.006	0.003	0.006	0.003	0.013	0.021	0.015	0.015	0.016	0.238	0.251	0.244	0.144	0.355	1.000	0.259	0.023	0.013	0.043	0.007	0.058	0.022	0.002	0.005	0.008	0.011	0.056	0.004	0.003	0.010	0.017	0.017	0.017	0.053	0.015	0.260	0.444	0.658	0.144	0.407	0.608	0.307	0.646	0.723
season	0.061	0.008	0.773	0.009	0.003	0.003	0.003	0.005	0.002	0.003	0.002	0.005	0.006	0.005	0.006	0.006	0.506	0.508	0.522	0.104	1.000	0.259	1.000	0.011	0.008	0.013	0.006	0.021	0.016	0.005	0.037	0.022	0.005	0.054	0.006	0.018	0.020	0.003	0.003	0.003	0.014	0.006	0.180	0.219	0.384	0.237	0.231	0.293	0.092	0.251	0.299
SEGMENT	0.006	0.017	0.015	0.738	0.008	0.004	0.006	0.026	0.105	0.024	0.105	0.029	0.022	0.067	0.026	0.027	0.007	0.009	0.009	0.004	0.008	0.023	0.011	1.000	0.306	0.419	0.230	0.250	0.169	0.062	0.051	0.050	0.045	0.042	0.043	0.020	0.049	0.143	0.143	0.143	0.045	0.036	0.008	0.020	0.026	0.004	0.007	0.015	0.008	0.015	0.019
MANUFACTURER	0.010	0.034	0.011	0.323	0.014	0.004	0.009	0.017	0.053	0.017	0.053	0.062	0.065	0.104	0.078	0.096	0.020	0.024	0.023	0.012	0.007	0.013	0.008	0.306	1.000	1.000	0.209	0.265	0.198	0.080	0.114	0.052	0.071	0.046	0.040	0.030	0.045	0.183	0.183	0.183	0.124	0.111	0.004	0.011	0.011	0.002	0.007	0.011	0.005	0.010	0.012
BRAND	0.013	0.036	0.024	0.484	0.011	0.007	0.009	0.049	0.072	0.046	0.072	0.088	0.082	0.102	0.107	0.115	0.025	0.029	0.028	0.014	0.009	0.043	0.013	0.419	1.000	1.000	0.256	0.270	0.171	0.105	0.139	0.058	0.077	0.066	0.076	0.037	0.069	0.212	0.212	0.212	0.102	0.108	0.016	0.030	0.040	0.006	0.008	0.017	0.017	0.031	0.038
PACKAGING	0.004	0.021	0.011	0.195	0.007	0.006	0.010	0.338	0.060	0.326	0.060	0.030	0.028	0.075	0.030	0.032	0.010	0.011	0.010	0.006	0.009	0.007	0.006	0.230	0.209	0.256	1.000	0.694	0.236	0.050	0.092	0.045	0.013	0.070	0.010	0.061	0.043	0.095	0.095	0.095	0.059	0.039	0.000	0.009	0.011	0.003	0.005	0.008	0.003	0.003	0.005
VOLUME	0.007	0.018	0.036	0.260	0.001	0.000	0.002	0.462	0.710	0.406	0.710	0.027	0.023	0.062	0.032	0.031	0.010	0.012	0.011	0.004	0.014	0.058	0.021	0.250	0.265	0.270	0.694	1.000	0.256	0.031	0.078	0.023	0.083	0.066	0.035	0.056	0.039	0.134	0.134	0.134	0.028	0.030	0.018	0.057	0.067	0.013	0.022	0.042	0.015	0.027	0.033
UNITS	0.006	0.019	0.016	0.172	0.002	0.014	0.014	0.056	0.486	0.078	0.486	0.026	0.019	0.065	0.024	0.029	0.011	0.011	0.011	0.006	0.012	0.022	0.016	0.169	0.198	0.171	0.236	0.256	1.000	0.129	0.100	0.094	0.129	0.118	0.029	0.046	0.259	0.160	0.160	0.160	0.042	0.029	0.007	0.015	0.019	0.003	0.010	0.020	0.006	0.011	0.013
promocion_cabecera	0.006	0.020	0.013	0.060	0.019	0.026	0.033	0.000	0.073	0.009	0.073	0.020	0.026	0.060	0.017	0.024	0.004	0.005	0.004	0.002	0.009	0.002	0.005	0.062	0.080	0.105	0.050	0.031	0.129	1.000	0.135	0.026	0.018	0.139	0.015	0.107	0.037	0.050	0.050	0.050	0.047	0.030	0.001	0.003	0.003	0.001	0.001	0.004	0.000	0.001	0.002
promocion_descuento	0.007	0.021	0.040	0.050	0.019	0.018	0.027	0.023	0.037	0.013	0.037	0.020	0.024	0.033	0.016	0.026	0.029	0.036	0.033	0.007	0.053	0.005	0.037	0.051	0.114	0.139	0.092	0.078	0.100	0.135	1.000	0.097	0.026	0.292	0.032	0.110	0.003	0.009	0.009	0.009	0.056	0.033	0.008	0.017	0.018	0.008	0.002	0.002	0.005	0.002	0.011
promocion_expositor	0.010	0.019	0.028	0.051	0.012	0.016	0.022	0.003	0.057	0.007	0.057	0.020	0.024	0.041	0.036	0.023	0.032	0.032	0.032	0.009	0.029	0.008	0.022	0.050	0.052	0.058	0.045	0.023	0.094	0.026	0.097	1.000	0.010	0.033	0.014	0.108	0.025	0.043	0.043	0.043	0.060	0.042	0.001	0.006	0.013	0.003	0.002	0.003	0.002	0.003	0.007
promocion_extra_cantidad	0.005	0.008	0.012	0.046	0.000	0.000	0.000	0.000	0.001	0.000	0.001	0.011	0.015	0.017	0.019	0.009	0.005	0.004	0.004	0.001	0.006	0.011	0.005	0.045	0.071	0.077	0.013	0.083	0.129	0.018	0.026	0.010	1.000	0.007	0.009	0.002	0.010	0.005	0.005	0.005	0.032	0.018	0.003	0.005	0.006	0.002	0.004	0.007	0.000	0.002	0.000
promocion_folleto	0.015	0.030	0.095	0.041	0.026	0.022	0.034	0.007	0.066	0.015	0.066	0.013	0.015	0.127	0.019	0.034	0.040	0.049	0.047	0.011	0.075	0.056	0.054	0.042	0.046	0.066	0.070	0.066	0.118	0.139	0.292	0.033	0.007	1.000	0.020	0.115	0.006	0.112	0.112	0.112	0.070	0.041	0.012	0.015	0.002	0.007	0.018	0.043	0.021	0.030	0.041
promocion_isla	0.010	0.019	0.010	0.046	0.000	0.001	0.000	0.002	0.010	0.002	0.010	0.019	0.016	0.028	0.027	0.023	0.014	0.014	0.013	0.004	0.007	0.004	0.006	0.043	0.040	0.076	0.010	0.035	0.029	0.015	0.032	0.014	0.009	0.020	1.000	0.012	0.015	0.014	0.014	0.014	0.056	0.045	0.000	0.002	0.000	0.000	0.000	0.000	0.001	0.003	0.003
promocion_multicompra	0.007	0.021	0.014	0.027	0.050	0.021	0.044	0.005	0.009	0.003	0.009	0.029	0.026	0.060	0.035	0.026	0.012	0.012	0.015	0.003	0.043	0.003	0.018	0.020	0.030	0.037	0.061	0.056	0.046	0.107	0.110	0.108	0.002	0.115	0.012	1.000	0.002	0.050	0.050	0.050	0.062	0.040	0.000	0.002	0.007	0.007	0.006	0.001	0.003	0.004	0.002
promocion_regalo	0.006	0.020	0.030	0.051	0.000	0.000	0.000	0.036	0.006	0.034	0.006	0.019	0.021	0.026	0.026	0.019	0.023	0.019	0.022	0.002	0.032	0.010	0.020	0.049	0.045	0.069	0.043	0.039	0.259	0.037	0.003	0.025	0.010	0.006	0.015	0.002	1.000	0.012	0.012	0.012	0.053	0.035	0.005	0.009	0.016	0.002	0.006	0.005	0.004	0.002	0.002
cod_canal	0.043	0.214	0.019	0.132	0.012	0.012	0.017	0.029	0.077	0.035	0.077	0.054	0.118	0.911	0.133	0.102	0.020	0.026	0.026	0.020	0.007	0.017	0.003	0.143	0.183	0.212	0.095	0.134	0.160	0.050	0.009	0.043	0.005	0.112	0.014	0.050	0.012	1.000	1.000	1.000	0.329	0.185	0.004	0.010	0.012	0.002	0.005	0.009	0.001	0.005	0.005
Canal	0.043	0.214	0.019	0.132	0.012	0.012	0.017	0.029	0.077	0.035	0.077	0.054	0.118	0.911	0.133	0.102	0.020	0.026	0.026	0.020	0.007	0.017	0.003	0.143	0.183	0.212	0.095	0.134	0.160	0.050	0.009	0.043	0.005	0.112	0.014	0.050	0.012	1.000	1.000	1.000	0.329	0.185	0.004	0.010	0.012	0.002	0.005	0.009	0.001	0.005	0.005
Channel	0.043	0.214	0.019	0.132	0.012	0.012	0.017	0.029	0.077	0.035	0.077	0.054	0.118	0.911	0.133	0.102	0.020	0.026	0.026	0.020	0.007	0.017	0.003	0.143	0.183	0.212	0.095	0.134	0.160	0.050	0.009	0.043	0.005	0.112	0.014	0.050	0.012	1.000	1.000	1.000	0.329	0.185	0.004	0.010	0.012	0.002	0.005	0.009	0.001	0.005	0.005
Provincia	0.133	0.409	0.028	0.050	0.008	0.005	0.007	0.008	0.031	0.010	0.031	1.000	0.952	0.449	1.000	1.000	0.211	0.230	0.222	0.153	0.009	0.053	0.014	0.045	0.124	0.102	0.059	0.028	0.042	0.047	0.056	0.060	0.032	0.070	0.056	0.062	0.053	0.329	0.329	0.329	1.000	1.000	0.019	0.039	0.055	0.009	0.020	0.034	0.015	0.026	0.032
Comunidad autónoma	0.089	0.235	0.009	0.042	0.004	0.004	0.005	0.006	0.022	0.007	0.022	0.700	0.616	0.279	0.752	0.840	0.189	0.199	0.193	0.132	0.004	0.015	0.006	0.036	0.111	0.108	0.039	0.030	0.029	0.030	0.033	0.042	0.018	0.041	0.045	0.040	0.035	0.185	0.185	0.185	1.000	1.000	0.006	0.012	0.015	0.002	0.007	0.011	0.006	0.010	0.012
national_holidays_2021	0.052	0.005	0.391	0.007	0.000	0.000	0.000	0.000	0.001	0.001	0.001	0.005	0.007	0.005	0.005	0.006	0.054	0.071	0.075	0.030	0.289	0.260	0.180	0.008	0.004	0.016	0.000	0.018	0.007	0.001	0.008	0.001	0.003	0.012	0.000	0.000	0.005	0.004	0.004	0.004	0.019	0.006	1.000	0.129	0.042	0.059	0.086	0.159	0.038	0.067	0.079
regional_holidays_2021	0.058	0.010	0.655	0.017	0.000	0.000	0.000	0.002	0.003	0.002	0.003	0.012	0.016	0.013	0.010	0.013	0.088	0.100	0.126	0.042	0.315	0.444	0.219	0.020	0.011	0.030	0.009	0.057	0.015	0.003	0.017	0.006	0.005	0.015	0.002	0.002	0.009	0.010	0.010	0.010	0.039	0.012	0.129	1.000	0.509	0.100	0.146	0.272	0.065	0.115	0.136
local_holidays_2021	0.047	0.013	0.877	0.022	0.002	0.001	0.002	0.002	0.004	0.003	0.004	0.014	0.023	0.014	0.015	0.018	0.284	0.271	0.290	0.103	0.435	0.658	0.384	0.026	0.011	0.040	0.011	0.067	0.019	0.003	0.018	0.013	0.006	0.002	0.000	0.007	0.016	0.012	0.012	0.012	0.055	0.015	0.042	0.509	1.000	0.148	0.217	0.403	0.096	0.170	0.201
national_holidays_2022	0.040	0.002	0.356	0.003	0.002	0.002	0.003	0.003	0.000	0.003	0.000	0.003	0.004	0.003	0.002	0.002	0.103	0.075	0.099	0.064	0.288	0.144	0.237	0.004	0.002	0.006	0.003	0.013	0.003	0.001	0.008	0.003	0.002	0.007	0.000	0.007	0.002	0.002	0.002	0.002	0.009	0.002	0.059	0.100	0.148	1.000	0.015	0.017	0.042	0.074	0.088
regional_holidays_2022	0.070	0.005	0.630	0.006	0.000	0.001	0.000	0.004	0.002	0.004	0.002	0.005	0.008	0.007	0.007	0.006	0.148	0.162	0.178	0.070	0.400	0.407	0.231	0.007	0.007	0.008	0.005	0.022	0.010	0.001	0.002	0.002	0.004	0.018	0.000	0.006	0.006	0.005	0.005	0.005	0.020	0.007	0.086	0.146	0.217	0.015	1.000	0.425	0.061	0.109	0.128
local_holidays_2022	0.041	0.010	0.828	0.011	0.001	0.002	0.001	0.007	0.002	0.006	0.002	0.009	0.015	0.012	0.010	0.010	0.200	0.257	0.235	0.114	0.315	0.608	0.293	0.015	0.011	0.017	0.008	0.042	0.020	0.004	0.002	0.003	0.007	0.043	0.000	0.001	0.005	0.009	0.009	0.009	0.034	0.011	0.159	0.272	0.403	0.017	0.425	1.000	0.114	0.202	0.238
national_holidays_2023	0.049	0.006	0.345	0.008	0.003	0.000	0.002	0.003	0.000	0.002	0.000	0.003	0.007	0.003	0.004	0.005	0.177	0.172	0.174	0.166	0.277	0.307	0.092	0.008	0.005	0.017	0.003	0.015	0.006	0.000	0.005	0.002	0.000	0.021	0.001	0.003	0.004	0.001	0.001	0.001	0.015	0.006	0.038	0.065	0.096	0.042	0.061	0.114	1.000	0.565	0.122
regional_holidays_2023	0.055	0.014	0.671	0.014	0.000	0.000	0.001	0.006	0.001	0.005	0.001	0.006	0.012	0.007	0.008	0.009	0.280	0.296	0.301	0.174	0.341	0.646	0.251	0.015	0.010	0.031	0.003	0.027	0.011	0.001	0.002	0.003	0.002	0.030	0.003	0.004	0.002	0.005	0.005	0.005	0.026	0.010	0.067	0.115	0.170	0.074	0.109	0.202	0.565	1.000	0.531
local_holidays_2023	0.057	0.017	0.766	0.019	0.002	0.001	0.002	0.010	0.002	0.007	0.002	0.007	0.015	0.008	0.010	0.012	0.325	0.336	0.338	0.128	0.388	0.723	0.299	0.019	0.012	0.038	0.005	0.033	0.013	0.002	0.011	0.007	0.000	0.041	0.003	0.002	0.002	0.005	0.005	0.005	0.032	0.012	0.079	0.136	0.201	0.088	0.128	0.238	0.122	0.531	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Unnamed: 0	cod_tienda	cod_semana	cod_producto	ventas_unidades	ventas_valor	ventas_volumen	numero_referencias	precio_real_unidades	precio_real_volumen	precio_tarifa_unidades	precio_tarifa_volumen	month	year	season	CATEGORY	SEGMENT	MANUFACTURER	BRAND	PACKAGING	VOLUME	UNITS	promocion_cabecera	factor_extrapolacion	cod_canal	cod_provincia	postal_code	sales_surface_sqmeters	Canal	Channel	Provincia	Comunidad autónoma	Lat	Lon	TEMP_MINIMA	TEMP_MAXIMA	TEMP_MEDIA	PRECIPITACION	national_holidays_2021	regional_holidays_2021	local_holidays_2021	national_holidays_2022	regional_holidays_2022	local_holidays_2022	national_holidays_2023	regional_holidays_2023	local_holidays_2023
0	0	243	42	236	30	19.50	10	1	0.65	0.33	0.65	0.33	October	2021	Fall	BEER	EXTRA	MANUFACTURER 2	MAN 2 - BRAND 1	CAN	330ML	1CT	0	11,48	1	26	26003	1500	Supermercados	Supermarkets	La Rioja	La Rioja	42.27474	-2.51708	5.671429	12.285714	8.8	1.285714	N	N	N	N	N	N	N	N	N
1	1	243	42	239	2	1.82	1	1	0.91	0.33	0.91	0.33	October	2021	Fall	BEER	EXTRA	MANUFACTURER 2	MAN 2 - BRAND 1	CRISTAL BOTTLE	330ML	1CT	0	11,48	1	26	26003	1500	Supermercados	Supermarkets	La Rioja	La Rioja	42.27474	-2.51708	5.671429	12.285714	8.8	1.285714	N	N	N	N	N	N	N	N	N
2	2	243	42	247	2	10.32	4	1	5.16	1.98	5.16	1.98	October	2021	Fall	BEER	EXTRA	MANUFACTURER 2	MAN 2 - BRAND 2	CRISTAL BOTTLE	330ML	6CT	0	11,48	1	26	26003	1500	Supermercados	Supermarkets	La Rioja	La Rioja	42.27474	-2.51708	5.671429	12.285714	8.8	1.285714	N	N	N	N	N	N	N	N	N
3	3	243	42	258	3	14.97	6	1	4.99	1.98	4.99	1.98	October	2021	Fall	BEER	EXTRA	MANUFACTURER 4	MAN 4 - BRAND 1	CRISTAL BOTTLE	330ML	6CT	0	11,48	1	26	26003	1500	Supermercados	Supermarkets	La Rioja	La Rioja	42.27474	-2.51708	5.671429	12.285714	8.8	1.285714	N	N	N	N	N	N	N	N	N
4	4	243	42	264	2	10.88	4	1	5.44	1.98	5.44	1.98	October	2021	Fall	BEER	EXTRA	MANUFACTURER 4	MAN 4 - BRAND 1	CRISTAL BOTTLE	330ML	6CT	0	11,48	1	26	26003	1500	Supermercados	Supermarkets	La Rioja	La Rioja	42.27474	-2.51708	5.671429	12.285714	8.8	1.285714	N	N	N	N	N	N	N	N	N
5	5	243	42	266	2	2.32	1	1	1.16	0.33	1.16	0.33	October	2021	Fall	BEER	EXTRA	MANUFACTURER 2	MAN 2 - OTHER BRANDS	CRISTAL BOTTLE	330ML	1CT	0	11,48	1	26	26003	1500	Supermercados	Supermarkets	La Rioja	La Rioja	42.27474	-2.51708	5.671429	12.285714	8.8	1.285714	N	N	N	N	N	N	N	N	N
6	6	243	42	270	8	7.92	3	1	0.99	0.33	0.99	0.33	October	2021	Fall	BEER	EXTRA	MANUFACTURER 3	MAN 3 - BRAND 3	CRISTAL BOTTLE	330ML	1CT	1	11,48	1	26	26003	1500	Supermercados	Supermarkets	La Rioja	La Rioja	42.27474	-2.51708	5.671429	12.285714	8.8	1.285714	N	N	N	N	N	N	N	N	N
7	7	243	42	271	6	5.94	12	1	0.99	1.98	0.99	1.98	October	2021	Fall	BEER	EXTRA	MANUFACTURER 3	MAN 3 - BRAND 3	CRISTAL BOTTLE	330ML	6CT	0	11,48	1	26	26003	1500	Supermercados	Supermarkets	La Rioja	La Rioja	42.27474	-2.51708	5.671429	12.285714	8.8	1.285714	N	N	N	N	N	N	N	N	N
8	8	243	42	298	14	9.66	5	1	0.69	0.33	0.69	0.33	October	2021	Fall	BEER	EXTRA	MANUFACTURER 3	MAN 3 - BRAND 4	CAN	330ML	1CT	0	11,48	1	26	26003	1500	Supermercados	Supermarkets	La Rioja	La Rioja	42.27474	-2.51708	5.671429	12.285714	8.8	1.285714	N	N	N	N	N	N	N	N	N
9	9	243	42	302	5	17.50	8	1	3.50	1.50	3.50	1.50	October	2021	Fall	BEER	EXTRA	MANUFACTURER 1	MAN 1 - BRAND 1	CRISTAL BOTTLE	250ML	6CT	0	11,48	1	26	26003	1500	Supermercados	Supermarkets	La Rioja	La Rioja	42.27474	-2.51708	5.671429	12.285714	8.8	1.285714	N	N	N	N	N	N	N	N	N

	Unnamed: 0	cod_tienda	cod_semana	cod_producto	ventas_unidades	ventas_valor	ventas_volumen	numero_referencias	precio_real_unidades	precio_real_volumen	precio_tarifa_unidades	precio_tarifa_volumen	month	year	season	CATEGORY	SEGMENT	MANUFACTURER	BRAND	PACKAGING	VOLUME	UNITS	promocion_cabecera	promocion_descuento	factor_extrapolacion	cod_canal	cod_provincia	postal_code	sales_surface_sqmeters	Canal	Channel	Provincia	Comunidad autónoma	Lat	Lon	TEMP_MINIMA	TEMP_MAXIMA	TEMP_MEDIA	PRECIPITACION	national_holidays_2021	regional_holidays_2021	local_holidays_2021	national_holidays_2022	regional_holidays_2022	local_holidays_2022	national_holidays_2023	regional_holidays_2023	local_holidays_2023
5128384	5128384	526	47	601	21	17.43	7	1	0.83	0.33	0.83	0.33	November	2021	Fall	BEER	IMPORT PREMIUM	OTHER MANUFACTURERS	OTHER MAN - OTHER BRANDS	CAN	330ML	1CT	0	0	1,89	2	91	8029	4500	Hipermercados	Hipermarkets	Area Metropolitana de Barcelona	Cataluña	41.37591	2.14988	7.657143	14.114286	10.442857	1.242857	N	N	N	N	N	Y	N	N	N
5128385	5128385	526	47	606	1	1.09	1	1	1.09	0.50	1.09	0.50	November	2021	Fall	BEER	IMPORT PREMIUM	OTHER MANUFACTURERS	OTHER MAN - OTHER BRANDS	CAN	500ML	1CT	0	0	1,89	2	91	8029	4500	Hipermercados	Hipermarkets	Area Metropolitana de Barcelona	Cataluña	41.37591	2.14988	7.657143	14.114286	10.442857	1.242857	N	N	N	N	N	Y	N	N	N
5128386	5128386	526	47	607	3	11.37	5	1	3.79	1.50	3.79	1.50	November	2021	Fall	BEER	IMPORT PREMIUM	MANUFACTURER 3	MAN 3 - OTHER BRANDS	CRISTAL BOTTLE	250ML	6CT	0	0	1,89	2	91	8029	4500	Hipermercados	Hipermarkets	Area Metropolitana de Barcelona	Cataluña	41.37591	2.14988	7.657143	14.114286	10.442857	1.242857	N	N	N	N	N	Y	N	N	N
5128387	5128387	526	47	612	24	16.56	8	1	0.69	0.33	0.69	0.33	November	2021	Fall	BEER	IMPORT PREMIUM	MANUFACTURER 3	MAN 3 - OTHER BRANDS	CAN	330ML	1CT	0	0	1,89	2	91	8029	4500	Hipermercados	Hipermarkets	Area Metropolitana de Barcelona	Cataluña	41.37591	2.14988	7.657143	14.114286	10.442857	1.242857	N	N	N	N	N	Y	N	N	N
5128388	5128388	526	47	620	22	89.76	28	1	4.08	1.26	5.05	1.26	November	2021	Fall	BEER	IMPORT PREMIUM	OTHER MANUFACTURERS	OTHER MAN - OTHER BRANDS	CRISTAL BOTTLE	210ML	6CT	1	1	1,89	2	91	8029	4500	Hipermercados	Hipermarkets	Area Metropolitana de Barcelona	Cataluña	41.37591	2.14988	7.657143	14.114286	10.442857	1.242857	N	N	N	N	N	Y	N	N	N
5128389	5128389	526	47	625	100	127.00	36	1	1.27	0.36	1.27	0.36	November	2021	Fall	BEER	IMPORT PREMIUM	OTHER MANUFACTURERS	OTHER MAN - OTHER BRANDS	CRISTAL BOTTLE	355ML	1CT	0	0	1,89	2	91	8029	4500	Hipermercados	Hipermarkets	Area Metropolitana de Barcelona	Cataluña	41.37591	2.14988	7.657143	14.114286	10.442857	1.242857	N	N	N	N	N	Y	N	N	N
5128390	5128390	526	47	633	20	49.00	10	1	2.45	0.50	2.45	0.50	November	2021	Fall	BEER	IMPORT PREMIUM	OTHER MANUFACTURERS	OTHER MAN - OTHER BRANDS	CRISTAL BOTTLE	500ML	1CT	0	0	1,89	2	91	8029	4500	Hipermercados	Hipermarkets	Area Metropolitana de Barcelona	Cataluña	41.37591	2.14988	7.657143	14.114286	10.442857	1.242857	N	N	N	N	N	Y	N	N	N
5128391	5128391	526	47	652	6	37.50	18	1	6.25	3.00	6.25	3.00	November	2021	Fall	BEER	IMPORT PREMIUM	MANUFACTURER 2	MAN 2 - BRAND 3	CRISTAL BOTTLE	250ML	12CT	0	0	1,89	2	91	8029	4500	Hipermercados	Hipermarkets	Area Metropolitana de Barcelona	Cataluña	41.37591	2.14988	7.657143	14.114286	10.442857	1.242857	N	N	N	N	N	Y	N	N	N
5128392	5128392	526	47	654	23	85.10	35	1	3.70	1.50	3.70	1.50	November	2021	Fall	BEER	IMPORT PREMIUM	MANUFACTURER 2	MAN 2 - BRAND 3	CRISTAL BOTTLE	250ML	6CT	0	0	1,89	2	91	8029	4500	Hipermercados	Hipermarkets	Area Metropolitana de Barcelona	Cataluña	41.37591	2.14988	7.657143	14.114286	10.442857	1.242857	N	N	N	N	N	Y	N	N	N
5128393	5128393	526	47	655	46	55.20	15	1	1.20	0.33	1.20	0.33	November	2021	Fall	BEER	IMPORT PREMIUM	MANUFACTURER 2	MAN 2 - BRAND 3	CRISTAL BOTTLE	330ML	1CT	0	0	1,89	2	91	8029	4500	Hipermercados	Hipermarkets	Area Metropolitana de Barcelona	Cataluña	41.37591	2.14988	7.657143	14.114286	10.442857	1.242857	N	N	N	N	N	Y	N	N	N

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common